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DDPM_LDM_DDPM_VARIANCE

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  1. .gitattributes +4 -0
  2. Final_Analysis_Report_4_2/Final_Bar_Comparison.png +3 -0
  3. Final_Analysis_Report_4_2/Performance_Table.csv +13 -0
  4. Final_Analysis_Report_4_2/convnext_tiny_comparison.png +0 -0
  5. Final_Analysis_Report_4_2/convnext_tiny_confusion_matrix.png +0 -0
  6. Final_Analysis_Report_4_2/resnet18_comparison.png +0 -0
  7. Final_Analysis_Report_4_2/resnet18_confusion_matrix.png +0 -0
  8. Final_Analysis_Report_4_2/swin_t_comparison.png +0 -0
  9. Final_Analysis_Report_4_2/swin_t_confusion_matrix.png +0 -0
  10. Final_Analysis_Report_4_2/vit_tiny_comparison.png +0 -0
  11. Final_Analysis_Report_4_2/vit_tiny_confusion_matrix.png +0 -0
  12. Final_Analysis_Report_ddpm_variance_V2/Final_Bar_Comparison.png +3 -0
  13. Final_Analysis_Report_ddpm_variance_V2/Performance_Table.csv +5 -0
  14. Final_Analysis_Report_ddpm_variance_V2/convnext_tiny_comparison.png +0 -0
  15. Final_Analysis_Report_ddpm_variance_V2/convnext_tiny_confusion_matrix.png +0 -0
  16. Final_Analysis_Report_ddpm_variance_V2/resnet18_comparison.png +0 -0
  17. Final_Analysis_Report_ddpm_variance_V2/resnet18_confusion_matrix.png +0 -0
  18. Final_Analysis_Report_ddpm_variance_V2/swin_t_comparison.png +0 -0
  19. Final_Analysis_Report_ddpm_variance_V2/swin_t_confusion_matrix.png +0 -0
  20. Final_Analysis_Report_ddpm_variance_V2/vit_tiny_comparison.png +0 -0
  21. Final_Analysis_Report_ddpm_variance_V2/vit_tiny_confusion_matrix.png +0 -0
  22. Final_Analysis_Report_vdm_2/Final_Bar_Comparison.png +3 -0
  23. Final_Analysis_Report_vdm_2/Performance_Table.csv +13 -0
  24. Final_Analysis_Report_vdm_2/convnext_tiny_comparison.png +0 -0
  25. Final_Analysis_Report_vdm_2/convnext_tiny_confusion_matrix.png +0 -0
  26. Final_Analysis_Report_vdm_2/resnet18_comparison.png +0 -0
  27. Final_Analysis_Report_vdm_2/resnet18_confusion_matrix.png +0 -0
  28. Final_Analysis_Report_vdm_2/swin_t_comparison.png +0 -0
  29. Final_Analysis_Report_vdm_2/swin_t_confusion_matrix.png +0 -0
  30. Final_Analysis_Report_vdm_2/vit_tiny_comparison.png +0 -0
  31. Final_Analysis_Report_vdm_2/vit_tiny_confusion_matrix.png +0 -0
  32. label_test/Figure_1.png +0 -0
  33. label_test/Figure_2.png +0 -0
  34. label_test/Figure_3.png +0 -0
  35. label_test/Figure_4.png +0 -0
  36. label_test/Figure_5_flatten.png +0 -0
  37. label_test/Figure_mean.png +0 -0
  38. label_test/Label Embedding PCA.png +0 -0
  39. label_test/Token Norm Distribution.png +0 -0
  40. label_test/label_cosine_similarity.png +0 -0
  41. label_test/label_distance.png +0 -0
  42. mixed_data/ddpm_vdm_Bar_Chart.png +3 -0
  43. mixed_data/mixed_data.png +0 -0
  44. mixed_data/mixed_data_Comparison_Summary.csv +5 -0
.gitattributes CHANGED
@@ -46,3 +46,7 @@ ddpm_variance_22/sample_epoch_29.png filter=lfs diff=lfs merge=lfs -text
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  ddpm_variance_22/sample_epoch_39.png filter=lfs diff=lfs merge=lfs -text
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  ddpm_variance_22/sample_epoch_49.png filter=lfs diff=lfs merge=lfs -text
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  ddpm_variance_22/sample_epoch_9.png filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
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  ddpm_variance_22/sample_epoch_39.png filter=lfs diff=lfs merge=lfs -text
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  ddpm_variance_22/sample_epoch_49.png filter=lfs diff=lfs merge=lfs -text
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  ddpm_variance_22/sample_epoch_9.png filter=lfs diff=lfs merge=lfs -text
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+ Final_Analysis_Report_4_2/Final_Bar_Comparison.png filter=lfs diff=lfs merge=lfs -text
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+ Final_Analysis_Report_ddpm_variance_V2/Final_Bar_Comparison.png filter=lfs diff=lfs merge=lfs -text
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+ Final_Analysis_Report_vdm_2/Final_Bar_Comparison.png filter=lfs diff=lfs merge=lfs -text
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+ mixed_data/ddpm_vdm_Bar_Chart.png filter=lfs diff=lfs merge=lfs -text
Final_Analysis_Report_4_2/Final_Bar_Comparison.png ADDED

Git LFS Details

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Final_Analysis_Report_4_2/Performance_Table.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ <<<<<<< HEAD
2
+ Model,Base,Augmented
3
+ ResNet-18,68.99,83.54
4
+ Swin-T,70.89,82.28
5
+ ViT-Tiny,76.58,80.38
6
+ ConvNeXt-Tiny,70.89,82.28
7
+ =======
8
+ Model,Base,Augmented
9
+ ResNet-18,68.99,83.54
10
+ Swin-T,70.89,82.28
11
+ ViT-Tiny,76.58,80.38
12
+ ConvNeXt-Tiny,70.89,82.28
13
+ >>>>>>> f23308a4d720920651ca7dfd741064e66b247566
Final_Analysis_Report_4_2/convnext_tiny_comparison.png ADDED
Final_Analysis_Report_4_2/convnext_tiny_confusion_matrix.png ADDED
Final_Analysis_Report_4_2/resnet18_comparison.png ADDED
Final_Analysis_Report_4_2/resnet18_confusion_matrix.png ADDED
Final_Analysis_Report_4_2/swin_t_comparison.png ADDED
Final_Analysis_Report_4_2/swin_t_confusion_matrix.png ADDED
Final_Analysis_Report_4_2/vit_tiny_comparison.png ADDED
Final_Analysis_Report_4_2/vit_tiny_confusion_matrix.png ADDED
Final_Analysis_Report_ddpm_variance_V2/Final_Bar_Comparison.png ADDED

Git LFS Details

  • SHA256: a6ce35fcfa39eacfe1e27da3aa51ceba9390e98afe5edfd28a41da119f07ac34
  • Pointer size: 131 Bytes
  • Size of remote file: 160 kB
Final_Analysis_Report_ddpm_variance_V2/Performance_Table.csv ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ Model,Base,Augmented
2
+ ResNet-18,68.99,92.31
3
+ Swin-T,70.89,94.51
4
+ ViT-Tiny,76.58,90.11
5
+ ConvNeXt-Tiny,70.89,95.05
Final_Analysis_Report_ddpm_variance_V2/convnext_tiny_comparison.png ADDED
Final_Analysis_Report_ddpm_variance_V2/convnext_tiny_confusion_matrix.png ADDED
Final_Analysis_Report_ddpm_variance_V2/resnet18_comparison.png ADDED
Final_Analysis_Report_ddpm_variance_V2/resnet18_confusion_matrix.png ADDED
Final_Analysis_Report_ddpm_variance_V2/swin_t_comparison.png ADDED
Final_Analysis_Report_ddpm_variance_V2/swin_t_confusion_matrix.png ADDED
Final_Analysis_Report_ddpm_variance_V2/vit_tiny_comparison.png ADDED
Final_Analysis_Report_ddpm_variance_V2/vit_tiny_confusion_matrix.png ADDED
Final_Analysis_Report_vdm_2/Final_Bar_Comparison.png ADDED

Git LFS Details

  • SHA256: 1b256d307fde55b08a5a435a566e1e463790f995c9bf353619adc60f8e5aa3f2
  • Pointer size: 131 Bytes
  • Size of remote file: 155 kB
Final_Analysis_Report_vdm_2/Performance_Table.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ <<<<<<< HEAD
2
+ Model,Base,Augmented
3
+ ResNet-18,68.99,92.41
4
+ Swin-T,70.89,90.51
5
+ ViT-Tiny,76.58,87.97
6
+ ConvNeXt-Tiny,70.89,91.77
7
+ =======
8
+ Model,Base,Augmented
9
+ ResNet-18,68.99,92.41
10
+ Swin-T,70.89,90.51
11
+ ViT-Tiny,76.58,87.97
12
+ ConvNeXt-Tiny,70.89,91.77
13
+ >>>>>>> f23308a4d720920651ca7dfd741064e66b247566
Final_Analysis_Report_vdm_2/convnext_tiny_comparison.png ADDED
Final_Analysis_Report_vdm_2/convnext_tiny_confusion_matrix.png ADDED
Final_Analysis_Report_vdm_2/resnet18_comparison.png ADDED
Final_Analysis_Report_vdm_2/resnet18_confusion_matrix.png ADDED
Final_Analysis_Report_vdm_2/swin_t_comparison.png ADDED
Final_Analysis_Report_vdm_2/swin_t_confusion_matrix.png ADDED
Final_Analysis_Report_vdm_2/vit_tiny_comparison.png ADDED
Final_Analysis_Report_vdm_2/vit_tiny_confusion_matrix.png ADDED
label_test/Figure_1.png ADDED
label_test/Figure_2.png ADDED
label_test/Figure_3.png ADDED
label_test/Figure_4.png ADDED
label_test/Figure_5_flatten.png ADDED
label_test/Figure_mean.png ADDED
label_test/Label Embedding PCA.png ADDED
label_test/Token Norm Distribution.png ADDED
label_test/label_cosine_similarity.png ADDED
label_test/label_distance.png ADDED
mixed_data/ddpm_vdm_Bar_Chart.png ADDED

Git LFS Details

  • SHA256: 0b9ef634c50677d3f8492b1fd0c698eddeb9338176a2257aba099e5e90c0f456
  • Pointer size: 131 Bytes
  • Size of remote file: 290 kB
mixed_data/mixed_data.png ADDED
mixed_data/mixed_data_Comparison_Summary.csv ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
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+ Model,DDPM VARIANCE extra 5000 images added,LDM extra 5000 images added,mixed_data_ldm_0.2,mixed_data_ldm_0.5,mixed_datd_ldm_0.8
2
+ Convnext-Tiny,95.05,91.77,95.05,96.15,97.8
3
+ ResNet-18,92.31,92.41,93.41,95.05,95.05
4
+ Swin-T,94.51,90.51,95.6,93.96,94.51
5
+ ViT-Tiny,90.11,87.97,92.86,90.66,91.76