diff --git a/A4/TP_GPU-master/TP1_image/Kmeans_cuda.png b/A4/TP_GPU-master/TP1_image/Kmeans_cuda.png
new file mode 100644
index 0000000..fe867f7
Binary files /dev/null and b/A4/TP_GPU-master/TP1_image/Kmeans_cuda.png differ
diff --git a/D3/Exo/corr_p1.jpg b/D3/Exo/corr_p1.jpg
new file mode 100644
index 0000000..5f66f1c
Binary files /dev/null and b/D3/Exo/corr_p1.jpg differ
diff --git a/D3/Exo/corr_p2.jpg b/D3/Exo/corr_p2.jpg
new file mode 100644
index 0000000..c756d56
Binary files /dev/null and b/D3/Exo/corr_p2.jpg differ
diff --git a/D3/Exo/corr_p3.jpg b/D3/Exo/corr_p3.jpg
new file mode 100644
index 0000000..2ab0117
Binary files /dev/null and b/D3/Exo/corr_p3.jpg differ
diff --git a/D3/Exo/corr_p4.jpg b/D3/Exo/corr_p4.jpg
new file mode 100644
index 0000000..8b0799a
Binary files /dev/null and b/D3/Exo/corr_p4.jpg differ
diff --git a/D3/Exo/p1.jpg b/D3/Exo/p1.jpg
new file mode 100644
index 0000000..9b9a9b7
Binary files /dev/null and b/D3/Exo/p1.jpg differ
diff --git a/D3/Exo/p2.jpg b/D3/Exo/p2.jpg
new file mode 100644
index 0000000..5c98db9
Binary files /dev/null and b/D3/Exo/p2.jpg differ
diff --git a/D3/Exo/p3.jpg b/D3/Exo/p3.jpg
new file mode 100644
index 0000000..8e53e95
Binary files /dev/null and b/D3/Exo/p3.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits.jpg
new file mode 100644
index 0000000..a9260c6
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_1.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_1.jpg
new file mode 100644
index 0000000..2eda92a
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_1.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_10.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_10.jpg
new file mode 100644
index 0000000..f5cf588
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_10.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_100_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_100_cuda.jpg
new file mode 100644
index 0000000..804a9c7
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_100_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_101_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_101_cuda.jpg
new file mode 100644
index 0000000..bd3ae9e
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_101_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_102_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_102_cuda.jpg
new file mode 100644
index 0000000..53801ca
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_102_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_103_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_103_cuda.jpg
new file mode 100644
index 0000000..0ac1d25
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_103_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_104_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_104_cuda.jpg
new file mode 100644
index 0000000..58c97e0
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_104_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_105_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_105_cuda.jpg
new file mode 100644
index 0000000..edfbbc5
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_105_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_106_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_106_cuda.jpg
new file mode 100644
index 0000000..6b57795
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_106_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_107_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_107_cuda.jpg
new file mode 100644
index 0000000..fab7b65
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_107_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_108_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_108_cuda.jpg
new file mode 100644
index 0000000..697dca1
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_108_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_109_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_109_cuda.jpg
new file mode 100644
index 0000000..5894288
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_109_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_10_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_10_cuda.jpg
new file mode 100644
index 0000000..fd35322
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_10_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_11.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_11.jpg
new file mode 100644
index 0000000..04f81cf
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_11.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_110_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_110_cuda.jpg
new file mode 100644
index 0000000..bfcfee0
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_110_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_111_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_111_cuda.jpg
new file mode 100644
index 0000000..78a0061
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_111_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_112_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_112_cuda.jpg
new file mode 100644
index 0000000..b51cf2d
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_112_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_113_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_113_cuda.jpg
new file mode 100644
index 0000000..c785a54
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_113_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_114_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_114_cuda.jpg
new file mode 100644
index 0000000..e831f8f
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_114_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_115_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_115_cuda.jpg
new file mode 100644
index 0000000..252bf8f
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_115_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_116_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_116_cuda.jpg
new file mode 100644
index 0000000..360fd80
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_116_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_117_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_117_cuda.jpg
new file mode 100644
index 0000000..0461f1e
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_117_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_118_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_118_cuda.jpg
new file mode 100644
index 0000000..6c41752
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_118_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_119_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_119_cuda.jpg
new file mode 100644
index 0000000..2f2efdf
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_119_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_11_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_11_cuda.jpg
new file mode 100644
index 0000000..51fbf5f
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_11_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_12.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_12.jpg
new file mode 100644
index 0000000..5dc01e8
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_12.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_120_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_120_cuda.jpg
new file mode 100644
index 0000000..cde2de1
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_120_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_121_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_121_cuda.jpg
new file mode 100644
index 0000000..905b1dc
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_121_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_122_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_122_cuda.jpg
new file mode 100644
index 0000000..e77b85c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_122_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_123_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_123_cuda.jpg
new file mode 100644
index 0000000..745d5b5
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_123_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_124_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_124_cuda.jpg
new file mode 100644
index 0000000..633e46c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_124_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_125_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_125_cuda.jpg
new file mode 100644
index 0000000..3fc54ea
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_125_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_126_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_126_cuda.jpg
new file mode 100644
index 0000000..5624501
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_126_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_127_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_127_cuda.jpg
new file mode 100644
index 0000000..ad18ec1
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_127_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_128_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_128_cuda.jpg
new file mode 100644
index 0000000..9fd2527
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_128_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_129_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_129_cuda.jpg
new file mode 100644
index 0000000..3812c6d
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_129_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_12_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_12_cuda.jpg
new file mode 100644
index 0000000..ace16c7
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_12_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_13.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_13.jpg
new file mode 100644
index 0000000..6e2bae6
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_13.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_130_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_130_cuda.jpg
new file mode 100644
index 0000000..a960713
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_130_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_131_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_131_cuda.jpg
new file mode 100644
index 0000000..44a0e76
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_131_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_132_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_132_cuda.jpg
new file mode 100644
index 0000000..5fe5e86
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_132_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_133_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_133_cuda.jpg
new file mode 100644
index 0000000..cfb2294
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_133_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_134_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_134_cuda.jpg
new file mode 100644
index 0000000..a4d016e
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_134_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_135_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_135_cuda.jpg
new file mode 100644
index 0000000..e5d85c6
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_135_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_136_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_136_cuda.jpg
new file mode 100644
index 0000000..cedef88
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_136_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_137_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_137_cuda.jpg
new file mode 100644
index 0000000..d6ad72d
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_137_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_138_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_138_cuda.jpg
new file mode 100644
index 0000000..e81d55f
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_138_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_139_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_139_cuda.jpg
new file mode 100644
index 0000000..f94fe1b
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_139_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_13_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_13_cuda.jpg
new file mode 100644
index 0000000..893e9d4
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_13_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_14.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_14.jpg
new file mode 100644
index 0000000..aa01671
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_14.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_140_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_140_cuda.jpg
new file mode 100644
index 0000000..11943e7
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_140_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_141_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_141_cuda.jpg
new file mode 100644
index 0000000..7f4ef1c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_141_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_142_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_142_cuda.jpg
new file mode 100644
index 0000000..0b522b1
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_142_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_143_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_143_cuda.jpg
new file mode 100644
index 0000000..6e4e056
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_143_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_144_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_144_cuda.jpg
new file mode 100644
index 0000000..e0c9e48
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_144_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_145_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_145_cuda.jpg
new file mode 100644
index 0000000..7ab2b35
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_145_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_146_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_146_cuda.jpg
new file mode 100644
index 0000000..d9ae0c5
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_146_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_147_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_147_cuda.jpg
new file mode 100644
index 0000000..41645a7
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_147_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_148_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_148_cuda.jpg
new file mode 100644
index 0000000..baa2a6f
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_148_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_149_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_149_cuda.jpg
new file mode 100644
index 0000000..28f6c22
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_149_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_14_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_14_cuda.jpg
new file mode 100644
index 0000000..05b6aad
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_14_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_15.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_15.jpg
new file mode 100644
index 0000000..0b276ab
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_15.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_150_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_150_cuda.jpg
new file mode 100644
index 0000000..41cb6ed
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_150_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_151_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_151_cuda.jpg
new file mode 100644
index 0000000..8ff15b5
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_151_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_152_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_152_cuda.jpg
new file mode 100644
index 0000000..aba4bc5
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_152_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_153_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_153_cuda.jpg
new file mode 100644
index 0000000..60a3121
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_153_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_154_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_154_cuda.jpg
new file mode 100644
index 0000000..ec1e2bc
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_154_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_155_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_155_cuda.jpg
new file mode 100644
index 0000000..080eb81
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_155_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_156_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_156_cuda.jpg
new file mode 100644
index 0000000..74af7fd
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_156_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_157_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_157_cuda.jpg
new file mode 100644
index 0000000..a30d87b
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_157_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_158_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_158_cuda.jpg
new file mode 100644
index 0000000..3eafcf7
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_158_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_159_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_159_cuda.jpg
new file mode 100644
index 0000000..e085588
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_159_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_15_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_15_cuda.jpg
new file mode 100644
index 0000000..d7ba5da
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_15_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_16.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_16.jpg
new file mode 100644
index 0000000..d52f34e
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_16.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_160_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_160_cuda.jpg
new file mode 100644
index 0000000..998f03a
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_160_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_161_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_161_cuda.jpg
new file mode 100644
index 0000000..a59a021
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_161_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_162_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_162_cuda.jpg
new file mode 100644
index 0000000..afbfbc2
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_162_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_163_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_163_cuda.jpg
new file mode 100644
index 0000000..cb5b1c5
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_163_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_164_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_164_cuda.jpg
new file mode 100644
index 0000000..659d68c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_164_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_165_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_165_cuda.jpg
new file mode 100644
index 0000000..d21648c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_165_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_166_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_166_cuda.jpg
new file mode 100644
index 0000000..d7246f0
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_166_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_167_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_167_cuda.jpg
new file mode 100644
index 0000000..0746578
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_167_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_168_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_168_cuda.jpg
new file mode 100644
index 0000000..6376a4c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_168_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_169_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_169_cuda.jpg
new file mode 100644
index 0000000..237c33c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_169_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_16_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_16_cuda.jpg
new file mode 100644
index 0000000..999c9f4
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_16_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_17.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_17.jpg
new file mode 100644
index 0000000..024945f
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_17.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_170_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_170_cuda.jpg
new file mode 100644
index 0000000..ecfd6e5
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_170_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_171_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_171_cuda.jpg
new file mode 100644
index 0000000..4b6dc1d
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_171_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_172_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_172_cuda.jpg
new file mode 100644
index 0000000..1322a38
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_172_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_173_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_173_cuda.jpg
new file mode 100644
index 0000000..fd8032b
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_173_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_174_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_174_cuda.jpg
new file mode 100644
index 0000000..ce848d8
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_174_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_175_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_175_cuda.jpg
new file mode 100644
index 0000000..3f216d8
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_175_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_176_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_176_cuda.jpg
new file mode 100644
index 0000000..34dcd0e
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_176_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_177_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_177_cuda.jpg
new file mode 100644
index 0000000..2411934
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_177_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_178_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_178_cuda.jpg
new file mode 100644
index 0000000..13c50ab
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_178_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_179_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_179_cuda.jpg
new file mode 100644
index 0000000..4944a91
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_179_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_17_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_17_cuda.jpg
new file mode 100644
index 0000000..97bdb28
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_17_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_18.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_18.jpg
new file mode 100644
index 0000000..c96d1f7
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_18.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_180_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_180_cuda.jpg
new file mode 100644
index 0000000..8a8ef5b
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_180_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_181_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_181_cuda.jpg
new file mode 100644
index 0000000..fbcbb9b
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_181_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_182_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_182_cuda.jpg
new file mode 100644
index 0000000..6fb027b
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_182_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_183_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_183_cuda.jpg
new file mode 100644
index 0000000..ec7f1c5
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_183_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_184_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_184_cuda.jpg
new file mode 100644
index 0000000..153309f
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_184_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_185_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_185_cuda.jpg
new file mode 100644
index 0000000..6927308
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_185_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_186_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_186_cuda.jpg
new file mode 100644
index 0000000..5b8e051
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_186_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_187_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_187_cuda.jpg
new file mode 100644
index 0000000..5bcd690
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_187_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_188_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_188_cuda.jpg
new file mode 100644
index 0000000..072556b
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_188_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_189_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_189_cuda.jpg
new file mode 100644
index 0000000..132fb45
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_189_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_18_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_18_cuda.jpg
new file mode 100644
index 0000000..950c206
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_18_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_19.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_19.jpg
new file mode 100644
index 0000000..63b978d
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_19.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_190_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_190_cuda.jpg
new file mode 100644
index 0000000..749096a
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_190_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_191_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_191_cuda.jpg
new file mode 100644
index 0000000..231d331
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_191_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_192_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_192_cuda.jpg
new file mode 100644
index 0000000..c30b70e
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_192_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_193_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_193_cuda.jpg
new file mode 100644
index 0000000..4d0d2e7
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_193_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_194_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_194_cuda.jpg
new file mode 100644
index 0000000..2b3fa9a
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_194_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_195_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_195_cuda.jpg
new file mode 100644
index 0000000..9b2fb3f
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_195_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_196_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_196_cuda.jpg
new file mode 100644
index 0000000..627ba9f
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_196_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_197_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_197_cuda.jpg
new file mode 100644
index 0000000..dfce2eb
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_197_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_198_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_198_cuda.jpg
new file mode 100644
index 0000000..32922c1
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_198_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_199_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_199_cuda.jpg
new file mode 100644
index 0000000..007e603
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_199_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_19_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_19_cuda.jpg
new file mode 100644
index 0000000..1d02e32
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_19_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_1_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_1_cuda.jpg
new file mode 100644
index 0000000..be3beec
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_1_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_2.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_2.jpg
new file mode 100644
index 0000000..39750b1
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_2.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_20.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_20.jpg
new file mode 100644
index 0000000..f51c418
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_20.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_200_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_200_cuda.jpg
new file mode 100644
index 0000000..3c24159
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_200_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_201_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_201_cuda.jpg
new file mode 100644
index 0000000..13521b5
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_201_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_202_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_202_cuda.jpg
new file mode 100644
index 0000000..cb5b8fd
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_202_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_203_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_203_cuda.jpg
new file mode 100644
index 0000000..98d11cf
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_203_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_204_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_204_cuda.jpg
new file mode 100644
index 0000000..e734b98
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_204_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_205_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_205_cuda.jpg
new file mode 100644
index 0000000..9617e79
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_205_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_206_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_206_cuda.jpg
new file mode 100644
index 0000000..b6b0913
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_206_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_207_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_207_cuda.jpg
new file mode 100644
index 0000000..ae2096e
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_207_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_208_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_208_cuda.jpg
new file mode 100644
index 0000000..a5c7da5
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_208_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_209_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_209_cuda.jpg
new file mode 100644
index 0000000..ec5f602
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_209_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_20_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_20_cuda.jpg
new file mode 100644
index 0000000..e8a0d83
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_20_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_21.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_21.jpg
new file mode 100644
index 0000000..94fede5
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_21.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_210_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_210_cuda.jpg
new file mode 100644
index 0000000..37724ff
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_210_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_211_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_211_cuda.jpg
new file mode 100644
index 0000000..4fc6f0b
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_211_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_212_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_212_cuda.jpg
new file mode 100644
index 0000000..1334e9d
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_212_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_213_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_213_cuda.jpg
new file mode 100644
index 0000000..6cf5e42
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_213_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_214_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_214_cuda.jpg
new file mode 100644
index 0000000..3881812
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_214_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_215_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_215_cuda.jpg
new file mode 100644
index 0000000..2773dac
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_215_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_216_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_216_cuda.jpg
new file mode 100644
index 0000000..f800642
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_216_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_217_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_217_cuda.jpg
new file mode 100644
index 0000000..19a445c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_217_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_218_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_218_cuda.jpg
new file mode 100644
index 0000000..db995a8
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_218_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_219_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_219_cuda.jpg
new file mode 100644
index 0000000..f8df713
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_219_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_21_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_21_cuda.jpg
new file mode 100644
index 0000000..5f4f332
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_21_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_22.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_22.jpg
new file mode 100644
index 0000000..4d4783a
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_22.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_220_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_220_cuda.jpg
new file mode 100644
index 0000000..a91bf27
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_220_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_221_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_221_cuda.jpg
new file mode 100644
index 0000000..474c360
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_221_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_222_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_222_cuda.jpg
new file mode 100644
index 0000000..7a4af82
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_222_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_223_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_223_cuda.jpg
new file mode 100644
index 0000000..fd56609
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_223_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_224_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_224_cuda.jpg
new file mode 100644
index 0000000..ff90b04
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_224_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_225_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_225_cuda.jpg
new file mode 100644
index 0000000..cfadd38
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_225_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_226_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_226_cuda.jpg
new file mode 100644
index 0000000..a93fb56
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_226_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_227_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_227_cuda.jpg
new file mode 100644
index 0000000..52e822a
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_227_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_228_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_228_cuda.jpg
new file mode 100644
index 0000000..aeb86c8
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_228_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_229_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_229_cuda.jpg
new file mode 100644
index 0000000..5d1ed55
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_229_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_22_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_22_cuda.jpg
new file mode 100644
index 0000000..bc8e73c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_22_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_23.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_23.jpg
new file mode 100644
index 0000000..dd1d82d
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_23.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_230_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_230_cuda.jpg
new file mode 100644
index 0000000..62e436c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_230_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_231_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_231_cuda.jpg
new file mode 100644
index 0000000..44952a3
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_231_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_232_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_232_cuda.jpg
new file mode 100644
index 0000000..f607abc
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_232_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_233_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_233_cuda.jpg
new file mode 100644
index 0000000..5d070d9
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_233_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_234_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_234_cuda.jpg
new file mode 100644
index 0000000..8953ec1
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_234_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_235_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_235_cuda.jpg
new file mode 100644
index 0000000..c09e53b
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_235_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_236_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_236_cuda.jpg
new file mode 100644
index 0000000..9edd0e8
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_236_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_237_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_237_cuda.jpg
new file mode 100644
index 0000000..553514b
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_237_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_238_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_238_cuda.jpg
new file mode 100644
index 0000000..e932e61
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_238_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_239_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_239_cuda.jpg
new file mode 100644
index 0000000..2531e50
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_239_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_23_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_23_cuda.jpg
new file mode 100644
index 0000000..1352959
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_23_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_24.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_24.jpg
new file mode 100644
index 0000000..b326208
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_24.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_240_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_240_cuda.jpg
new file mode 100644
index 0000000..6e54b55
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_240_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_241_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_241_cuda.jpg
new file mode 100644
index 0000000..948d9d7
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_241_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_242_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_242_cuda.jpg
new file mode 100644
index 0000000..6b3fe18
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_242_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_243_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_243_cuda.jpg
new file mode 100644
index 0000000..a05fd21
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_243_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_244_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_244_cuda.jpg
new file mode 100644
index 0000000..442eb20
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_244_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_245_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_245_cuda.jpg
new file mode 100644
index 0000000..02c64f7
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_245_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_246_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_246_cuda.jpg
new file mode 100644
index 0000000..b0bcb3b
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_246_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_247_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_247_cuda.jpg
new file mode 100644
index 0000000..be82f74
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_247_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_248_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_248_cuda.jpg
new file mode 100644
index 0000000..d22a54c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_248_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_249_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_249_cuda.jpg
new file mode 100644
index 0000000..2d8c173
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_249_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_24_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_24_cuda.jpg
new file mode 100644
index 0000000..c531e29
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_24_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_25.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_25.jpg
new file mode 100644
index 0000000..5ccf446
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_25.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_250_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_250_cuda.jpg
new file mode 100644
index 0000000..5e584e5
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_250_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_251_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_251_cuda.jpg
new file mode 100644
index 0000000..fe90383
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_251_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_252_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_252_cuda.jpg
new file mode 100644
index 0000000..eaf3ef0
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_252_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_253_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_253_cuda.jpg
new file mode 100644
index 0000000..169a35d
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_253_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_254_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_254_cuda.jpg
new file mode 100644
index 0000000..153824b
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_254_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_255_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_255_cuda.jpg
new file mode 100644
index 0000000..5b04b02
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_255_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_25_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_25_cuda.jpg
new file mode 100644
index 0000000..76daf2e
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_25_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_26.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_26.jpg
new file mode 100644
index 0000000..7d9e85a
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_26.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_26_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_26_cuda.jpg
new file mode 100644
index 0000000..c1567a8
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_26_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_27_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_27_cuda.jpg
new file mode 100644
index 0000000..a1bfa96
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_27_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_28_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_28_cuda.jpg
new file mode 100644
index 0000000..2a58826
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_28_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_29_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_29_cuda.jpg
new file mode 100644
index 0000000..ffd64e9
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_29_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_2_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_2_cuda.jpg
new file mode 100644
index 0000000..8538ce8
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_2_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_3.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_3.jpg
new file mode 100644
index 0000000..d7d4b19
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_3.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_30_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_30_cuda.jpg
new file mode 100644
index 0000000..bb78fa8
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_30_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_31_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_31_cuda.jpg
new file mode 100644
index 0000000..d5d2134
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_31_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_32_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_32_cuda.jpg
new file mode 100644
index 0000000..7d46a65
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_32_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_33_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_33_cuda.jpg
new file mode 100644
index 0000000..3519ea0
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_33_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_34_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_34_cuda.jpg
new file mode 100644
index 0000000..7a21375
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_34_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_35_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_35_cuda.jpg
new file mode 100644
index 0000000..3554524
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_35_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_36_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_36_cuda.jpg
new file mode 100644
index 0000000..7b3924a
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_36_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_37_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_37_cuda.jpg
new file mode 100644
index 0000000..1d7de3c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_37_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_38_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_38_cuda.jpg
new file mode 100644
index 0000000..c0685fe
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_38_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_39_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_39_cuda.jpg
new file mode 100644
index 0000000..3c327b9
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_39_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_3_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_3_cuda.jpg
new file mode 100644
index 0000000..c9c9b4a
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_3_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_4.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_4.jpg
new file mode 100644
index 0000000..0361ca6
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_4.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_40_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_40_cuda.jpg
new file mode 100644
index 0000000..ed7ba1d
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_40_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_41_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_41_cuda.jpg
new file mode 100644
index 0000000..c1ee673
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_41_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_42_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_42_cuda.jpg
new file mode 100644
index 0000000..af94e3b
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_42_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_43_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_43_cuda.jpg
new file mode 100644
index 0000000..7d97b1c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_43_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_44_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_44_cuda.jpg
new file mode 100644
index 0000000..b0b9d12
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_44_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_45_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_45_cuda.jpg
new file mode 100644
index 0000000..ee0ab7c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_45_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_46_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_46_cuda.jpg
new file mode 100644
index 0000000..e26a07c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_46_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_47_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_47_cuda.jpg
new file mode 100644
index 0000000..236887f
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_47_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_48_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_48_cuda.jpg
new file mode 100644
index 0000000..f1ce70a
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_48_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_49_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_49_cuda.jpg
new file mode 100644
index 0000000..55e2f2c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_49_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_4_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_4_cuda.jpg
new file mode 100644
index 0000000..9ffc69e
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_4_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_5.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_5.jpg
new file mode 100644
index 0000000..d1400ba
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_5.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_50_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_50_cuda.jpg
new file mode 100644
index 0000000..a0e2d09
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_50_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_51_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_51_cuda.jpg
new file mode 100644
index 0000000..6207cb0
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_51_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_52_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_52_cuda.jpg
new file mode 100644
index 0000000..06fc4b9
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_52_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_53_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_53_cuda.jpg
new file mode 100644
index 0000000..8e4c8aa
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_53_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_54_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_54_cuda.jpg
new file mode 100644
index 0000000..9cfbd86
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_54_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_55_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_55_cuda.jpg
new file mode 100644
index 0000000..ce54f56
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_55_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_56_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_56_cuda.jpg
new file mode 100644
index 0000000..3685f9b
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_56_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_57_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_57_cuda.jpg
new file mode 100644
index 0000000..af515f4
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_57_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_58_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_58_cuda.jpg
new file mode 100644
index 0000000..a933788
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_58_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_59_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_59_cuda.jpg
new file mode 100644
index 0000000..54a0eef
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_59_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_5_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_5_cuda.jpg
new file mode 100644
index 0000000..fa44691
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_5_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_6.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_6.jpg
new file mode 100644
index 0000000..d04ba0e
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_6.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_60_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_60_cuda.jpg
new file mode 100644
index 0000000..8264ade
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_60_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_61_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_61_cuda.jpg
new file mode 100644
index 0000000..c25a35f
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_61_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_62_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_62_cuda.jpg
new file mode 100644
index 0000000..8c4fd41
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_62_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_63_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_63_cuda.jpg
new file mode 100644
index 0000000..33d36c0
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_63_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_64_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_64_cuda.jpg
new file mode 100644
index 0000000..adc3928
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_64_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_65_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_65_cuda.jpg
new file mode 100644
index 0000000..1804975
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_65_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_66_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_66_cuda.jpg
new file mode 100644
index 0000000..d578421
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_66_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_67_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_67_cuda.jpg
new file mode 100644
index 0000000..e4bf243
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_67_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_68_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_68_cuda.jpg
new file mode 100644
index 0000000..50d5c65
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_68_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_69_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_69_cuda.jpg
new file mode 100644
index 0000000..503fbdd
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_69_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_6_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_6_cuda.jpg
new file mode 100644
index 0000000..6e49207
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_6_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_7.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_7.jpg
new file mode 100644
index 0000000..cd5c75c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_7.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_70_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_70_cuda.jpg
new file mode 100644
index 0000000..7bd099f
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_70_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_71_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_71_cuda.jpg
new file mode 100644
index 0000000..dc218f1
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_71_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_72_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_72_cuda.jpg
new file mode 100644
index 0000000..cb03cb8
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_72_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_73_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_73_cuda.jpg
new file mode 100644
index 0000000..e5b081a
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_73_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_74_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_74_cuda.jpg
new file mode 100644
index 0000000..ee762de
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_74_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_75_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_75_cuda.jpg
new file mode 100644
index 0000000..f78d32d
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_75_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_76_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_76_cuda.jpg
new file mode 100644
index 0000000..6837c11
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_76_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_77_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_77_cuda.jpg
new file mode 100644
index 0000000..859d504
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_77_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_78_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_78_cuda.jpg
new file mode 100644
index 0000000..bf0d26f
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_78_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_79_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_79_cuda.jpg
new file mode 100644
index 0000000..62c015e
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_79_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_7_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_7_cuda.jpg
new file mode 100644
index 0000000..560d851
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_7_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_8.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_8.jpg
new file mode 100644
index 0000000..094c991
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_8.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_80_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_80_cuda.jpg
new file mode 100644
index 0000000..2e0e124
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_80_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_81_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_81_cuda.jpg
new file mode 100644
index 0000000..5707544
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_81_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_82_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_82_cuda.jpg
new file mode 100644
index 0000000..5994b5b
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_82_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_83_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_83_cuda.jpg
new file mode 100644
index 0000000..457f54a
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_83_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_84_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_84_cuda.jpg
new file mode 100644
index 0000000..ce1cc2e
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_84_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_85_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_85_cuda.jpg
new file mode 100644
index 0000000..af2f045
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_85_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_86_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_86_cuda.jpg
new file mode 100644
index 0000000..ecdd707
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_86_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_87_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_87_cuda.jpg
new file mode 100644
index 0000000..35170a3
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_87_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_88_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_88_cuda.jpg
new file mode 100644
index 0000000..cf69fd2
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_88_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_89_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_89_cuda.jpg
new file mode 100644
index 0000000..17eb999
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_89_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_8_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_8_cuda.jpg
new file mode 100644
index 0000000..93edb9c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_8_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_9.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_9.jpg
new file mode 100644
index 0000000..dd60561
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_9.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_90_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_90_cuda.jpg
new file mode 100644
index 0000000..e128b1a
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_90_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_91_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_91_cuda.jpg
new file mode 100644
index 0000000..11d0d3d
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_91_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_92_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_92_cuda.jpg
new file mode 100644
index 0000000..30bf774
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_92_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_93_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_93_cuda.jpg
new file mode 100644
index 0000000..2b3b049
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_93_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_94_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_94_cuda.jpg
new file mode 100644
index 0000000..f163779
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_94_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_95_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_95_cuda.jpg
new file mode 100644
index 0000000..c704dcc
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_95_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_96_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_96_cuda.jpg
new file mode 100644
index 0000000..4ed3de7
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_96_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_97_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_97_cuda.jpg
new file mode 100644
index 0000000..9922819
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_97_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_98_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_98_cuda.jpg
new file mode 100644
index 0000000..421af16
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_98_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_99_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_99_cuda.jpg
new file mode 100644
index 0000000..64eaeb2
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_99_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/images/fruits_9_cuda.jpg b/D3/TP/TP_SETI_Kmeans/images/fruits_9_cuda.jpg
new file mode 100644
index 0000000..41bc03c
Binary files /dev/null and b/D3/TP/TP_SETI_Kmeans/images/fruits_9_cuda.jpg differ
diff --git a/D3/TP/TP_SETI_Kmeans/timing.txt b/D3/TP/TP_SETI_Kmeans/timing.txt
new file mode 100644
index 0000000..0fcf513
--- /dev/null
+++ b/D3/TP/TP_SETI_Kmeans/timing.txt
@@ -0,0 +1,277 @@
+CPU :
+It took 34.16 seconds to compute for K = 1
+It took 78.62 seconds to compute for K = 2
+It took 108.67 seconds to compute for K = 3
+It took 178.84 seconds to compute for K = 4
+It took 330.51 seconds to compute for K = 5
+It took 461.32 seconds to compute for K = 6
+It took 627.12 seconds to compute for K = 7
+It took 803.12 seconds to compute for K = 8
+It took 1002.02 seconds to compute for K = 9
+It took 3726.36 seconds to compute for K = 10
+It took 3846.61 seconds to compute for K = 11
+It took 1333.85 seconds to compute for K = 12
+It took 4643.86 seconds to compute for K = 13
+It took 1776.49 seconds to compute for K = 14
+It took 2015.97 seconds to compute for K = 15
+It took 2277.12 seconds to compute for K = 16
+It took 2544.47 seconds to compute for K = 17
+It took 2833.75 seconds to compute for K = 18
+It took 3270.83 seconds to compute for K = 19
+It took 3762.56 seconds to compute for K = 20
+CUDA :
+It took 8.00 seconds to compute for K = 1
+It took 7.76 seconds to compute for K = 2
+It took 7.95 seconds to compute for K = 3
+It took 8.43 seconds to compute for K = 4
+It took 8.45 seconds to compute for K = 5
+It took 8.38 seconds to compute for K = 6
+It took 8.92 seconds to compute for K = 7
+It took 9.38 seconds to compute for K = 8
+It took 9.53 seconds to compute for K = 9
+It took 9.44 seconds to compute for K = 10
+It took 9.79 seconds to compute for K = 11
+It took 9.50 seconds to compute for K = 12
+It took 9.96 seconds to compute for K = 13
+It took 10.57 seconds to compute for K = 14
+It took 11.11 seconds to compute for K = 15
+It took 11.33 seconds to compute for K = 16
+It took 10.97 seconds to compute for K = 17
+It took 11.42 seconds to compute for K = 18
+It took 11.94 seconds to compute for K = 19
+It took 11.56 seconds to compute for K = 20
+It took 13.03 seconds to compute for K = 21
+It took 13.11 seconds to compute for K = 22
+It took 12.47 seconds to compute for K = 23
+It took 14.41 seconds to compute for K = 24
+It took 14.15 seconds to compute for K = 25
+It took 13.56 seconds to compute for K = 26
+It took 13.41 seconds to compute for K = 27
+It took 14.58 seconds to compute for K = 28
+It took 15.57 seconds to compute for K = 29
+It took 14.83 seconds to compute for K = 30
+It took 15.56 seconds to compute for K = 31
+It took 15.67 seconds to compute for K = 32
+It took 16.17 seconds to compute for K = 33
+It took 16.19 seconds to compute for K = 34
+It took 17.79 seconds to compute for K = 35
+It took 16.23 seconds to compute for K = 36
+It took 17.32 seconds to compute for K = 37
+It took 16.05 seconds to compute for K = 38
+It took 17.58 seconds to compute for K = 39
+It took 18.03 seconds to compute for K = 40
+It took 17.69 seconds to compute for K = 41
+It took 17.17 seconds to compute for K = 42
+It took 17.37 seconds to compute for K = 43
+It took 16.89 seconds to compute for K = 44
+It took 18.62 seconds to compute for K = 45
+It took 19.05 seconds to compute for K = 46
+It took 17.23 seconds to compute for K = 47
+It took 18.69 seconds to compute for K = 48
+It took 19.71 seconds to compute for K = 49
+It took 18.28 seconds to compute for K = 50
+It took 19.45 seconds to compute for K = 51
+It took 19.81 seconds to compute for K = 52
+It took 19.25 seconds to compute for K = 53
+It took 20.07 seconds to compute for K = 54
+It took 22.29 seconds to compute for K = 55
+It took 21.90 seconds to compute for K = 56
+It took 23.47 seconds to compute for K = 57
+It took 22.56 seconds to compute for K = 58
+It took 24.20 seconds to compute for K = 59
+It took 22.77 seconds to compute for K = 60
+It took 22.61 seconds to compute for K = 61
+It took 23.01 seconds to compute for K = 62
+It took 23.65 seconds to compute for K = 63
+It took 23.41 seconds to compute for K = 64
+It took 24.64 seconds to compute for K = 65
+It took 22.30 seconds to compute for K = 66
+It took 24.36 seconds to compute for K = 67
+It took 24.08 seconds to compute for K = 68
+It took 25.52 seconds to compute for K = 69
+It took 24.46 seconds to compute for K = 70
+It took 23.86 seconds to compute for K = 71
+It took 27.69 seconds to compute for K = 72
+It took 25.36 seconds to compute for K = 73
+It took 26.99 seconds to compute for K = 74
+It took 24.66 seconds to compute for K = 75
+It took 27.47 seconds to compute for K = 76
+It took 28.25 seconds to compute for K = 77
+It took 25.99 seconds to compute for K = 78
+It took 25.41 seconds to compute for K = 79
+It took 27.84 seconds to compute for K = 80
+It took 26.90 seconds to compute for K = 81
+It took 29.01 seconds to compute for K = 82
+It took 27.26 seconds to compute for K = 83
+It took 30.27 seconds to compute for K = 84
+It took 27.85 seconds to compute for K = 85
+It took 27.73 seconds to compute for K = 86
+It took 28.77 seconds to compute for K = 87
+It took 31.06 seconds to compute for K = 88
+It took 27.10 seconds to compute for K = 89
+It took 27.36 seconds to compute for K = 90
+It took 27.65 seconds to compute for K = 91
+It took 30.29 seconds to compute for K = 92
+It took 29.68 seconds to compute for K = 93
+It took 28.56 seconds to compute for K = 94
+It took 30.39 seconds to compute for K = 95
+It took 31.46 seconds to compute for K = 96
+It took 27.53 seconds to compute for K = 97
+It took 28.98 seconds to compute for K = 98
+It took 30.51 seconds to compute for K = 99
+It took 31.12 seconds to compute for K = 100
+It took 31.79 seconds to compute for K = 101
+It took 31.47 seconds to compute for K = 102
+It took 31.80 seconds to compute for K = 103
+It took 31.03 seconds to compute for K = 104
+It took 34.69 seconds to compute for K = 105
+It took 28.85 seconds to compute for K = 106
+It took 31.37 seconds to compute for K = 107
+It took 29.96 seconds to compute for K = 108
+It took 29.30 seconds to compute for K = 109
+It took 35.81 seconds to compute for K = 110
+It took 35.79 seconds to compute for K = 111
+It took 30.39 seconds to compute for K = 112
+It took 33.28 seconds to compute for K = 113
+It took 33.65 seconds to compute for K = 114
+It took 31.29 seconds to compute for K = 115
+It took 31.92 seconds to compute for K = 116
+It took 34.82 seconds to compute for K = 117
+It took 35.78 seconds to compute for K = 118
+It took 38.11 seconds to compute for K = 119
+It took 36.13 seconds to compute for K = 120
+It took 37.61 seconds to compute for K = 121
+It took 37.72 seconds to compute for K = 122
+It took 32.68 seconds to compute for K = 123
+It took 34.46 seconds to compute for K = 124
+It took 36.61 seconds to compute for K = 125
+It took 38.74 seconds to compute for K = 126
+It took 37.07 seconds to compute for K = 127
+It took 34.53 seconds to compute for K = 128
+It took 38.63 seconds to compute for K = 129
+It took 40.41 seconds to compute for K = 130
+It took 36.16 seconds to compute for K = 131
+It took 36.54 seconds to compute for K = 132
+It took 39.93 seconds to compute for K = 133
+It took 40.74 seconds to compute for K = 134
+It took 37.93 seconds to compute for K = 135
+It took 40.43 seconds to compute for K = 136
+It took 38.74 seconds to compute for K = 137
+It took 40.21 seconds to compute for K = 138
+It took 39.42 seconds to compute for K = 139
+It took 39.43 seconds to compute for K = 140
+It took 39.96 seconds to compute for K = 141
+It took 40.95 seconds to compute for K = 142
+It took 41.21 seconds to compute for K = 143
+It took 42.53 seconds to compute for K = 144
+It took 39.06 seconds to compute for K = 145
+It took 42.16 seconds to compute for K = 146
+It took 41.93 seconds to compute for K = 147
+It took 39.45 seconds to compute for K = 148
+It took 40.52 seconds to compute for K = 149
+It took 45.52 seconds to compute for K = 150
+It took 45.57 seconds to compute for K = 151
+It took 45.99 seconds to compute for K = 152
+It took 47.47 seconds to compute for K = 153
+It took 44.55 seconds to compute for K = 154
+It took 46.90 seconds to compute for K = 155
+It took 48.21 seconds to compute for K = 156
+It took 50.34 seconds to compute for K = 157
+It took 47.58 seconds to compute for K = 158
+It took 47.78 seconds to compute for K = 159
+It took 47.29 seconds to compute for K = 160
+It took 49.15 seconds to compute for K = 161
+It took 49.69 seconds to compute for K = 162
+It took 45.80 seconds to compute for K = 163
+It took 50.13 seconds to compute for K = 164
+It took 49.51 seconds to compute for K = 165
+It took 50.50 seconds to compute for K = 166
+It took 52.59 seconds to compute for K = 167
+It took 49.10 seconds to compute for K = 168
+It took 52.30 seconds to compute for K = 169
+It took 50.04 seconds to compute for K = 170
+It took 50.78 seconds to compute for K = 171
+It took 49.53 seconds to compute for K = 172
+It took 49.14 seconds to compute for K = 173
+It took 49.49 seconds to compute for K = 174
+It took 54.17 seconds to compute for K = 175
+It took 51.90 seconds to compute for K = 176
+It took 52.14 seconds to compute for K = 177
+It took 55.90 seconds to compute for K = 178
+It took 55.15 seconds to compute for K = 179
+It took 53.71 seconds to compute for K = 180
+It took 53.34 seconds to compute for K = 181
+It took 52.71 seconds to compute for K = 182
+It took 55.62 seconds to compute for K = 183
+It took 53.21 seconds to compute for K = 184
+It took 56.07 seconds to compute for K = 185
+It took 53.73 seconds to compute for K = 186
+It took 51.04 seconds to compute for K = 187
+It took 63.29 seconds to compute for K = 188
+It took 55.81 seconds to compute for K = 189
+It took 57.08 seconds to compute for K = 190
+It took 56.40 seconds to compute for K = 191
+It took 54.21 seconds to compute for K = 192
+It took 56.60 seconds to compute for K = 193
+It took 55.77 seconds to compute for K = 194
+It took 59.98 seconds to compute for K = 195
+It took 56.77 seconds to compute for K = 196
+It took 54.54 seconds to compute for K = 197
+It took 61.95 seconds to compute for K = 198
+It took 62.24 seconds to compute for K = 199
+It took 54.34 seconds to compute for K = 200
+It took 58.76 seconds to compute for K = 201
+It took 56.64 seconds to compute for K = 202
+It took 51.25 seconds to compute for K = 203
+It took 56.03 seconds to compute for K = 204
+It took 57.38 seconds to compute for K = 205
+It took 55.76 seconds to compute for K = 206
+It took 59.32 seconds to compute for K = 207
+It took 62.26 seconds to compute for K = 208
+It took 57.23 seconds to compute for K = 209
+It took 63.84 seconds to compute for K = 210
+It took 62.13 seconds to compute for K = 211
+It took 60.53 seconds to compute for K = 212
+It took 58.86 seconds to compute for K = 213
+It took 59.60 seconds to compute for K = 214
+It took 62.55 seconds to compute for K = 215
+It took 61.21 seconds to compute for K = 216
+It took 58.74 seconds to compute for K = 217
+It took 66.76 seconds to compute for K = 218
+It took 62.41 seconds to compute for K = 219
+It took 61.26 seconds to compute for K = 220
+It took 61.05 seconds to compute for K = 221
+It took 65.46 seconds to compute for K = 222
+It took 65.51 seconds to compute for K = 223
+It took 62.58 seconds to compute for K = 224
+It took 59.14 seconds to compute for K = 225
+It took 62.39 seconds to compute for K = 226
+It took 68.20 seconds to compute for K = 227
+It took 60.65 seconds to compute for K = 228
+It took 61.61 seconds to compute for K = 229
+It took 60.73 seconds to compute for K = 230
+It took 58.59 seconds to compute for K = 231
+It took 65.18 seconds to compute for K = 232
+It took 62.87 seconds to compute for K = 233
+It took 61.72 seconds to compute for K = 234
+It took 61.41 seconds to compute for K = 235
+It took 59.74 seconds to compute for K = 236
+It took 61.96 seconds to compute for K = 237
+It took 63.34 seconds to compute for K = 238
+It took 62.65 seconds to compute for K = 239
+It took 63.50 seconds to compute for K = 240
+It took 64.23 seconds to compute for K = 241
+It took 64.16 seconds to compute for K = 242
+It took 68.92 seconds to compute for K = 243
+It took 63.09 seconds to compute for K = 244
+It took 62.43 seconds to compute for K = 245
+It took 63.29 seconds to compute for K = 246
+It took 62.58 seconds to compute for K = 247
+It took 68.57 seconds to compute for K = 248
+It took 66.98 seconds to compute for K = 249
+It took 66.66 seconds to compute for K = 250
+It took 61.09 seconds to compute for K = 251
+It took 68.60 seconds to compute for K = 252
+It took 67.67 seconds to compute for K = 253
+It took 67.41 seconds to compute for K = 254
+It took 69.20 seconds to compute for K = 255
\ No newline at end of file
diff --git a/IR/chess.pdf b/IR/chess.pdf
new file mode 100644
index 0000000..25e7013
Binary files /dev/null and b/IR/chess.pdf differ