Hugging Face's logo

QuantumIza
/
poc-baseline-cnn

Keras
Joblib
Model card Files
xet
 Community
QuantumIza commited on
Commit
3fdc9a9
·
verified ·
1 Parent(s): eac7d35

Upload 112 files

Browse files

Ajout des ressources relatives au modèle Improved ConvNeXtTiny

This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. .gitattributes +5 -0
  2. icnt/assets/learning_curves_loss_cnn.png +0 -0
  3. icnt/assets/matrice_confusion_icnt.png +0 -0
  4. icnt/assets/pca_3d_interactif_light_icnt.html +0 -0
  5. icnt/assets/pca_3d_projection_light_icnt.png +3 -0
  6. icnt/assets/pie_test_icnt.png +0 -0
  7. icnt/assets/pie_train_icnt.png +0 -0
  8. icnt/assets/pie_val_icnt.png +0 -0
  9. icnt/assets/projection_tsne_interactive_icnt.html +0 -0
  10. icnt/assets/roc_multiclasse_icnt.png +0 -0
  11. icnt/assets/screeplot_comparatif_icnt.png +0 -0
  12. icnt/class_labels_icnt.json +1 -0
  13. icnt/convincing_cases/gradcam_convincing_benign_conf_1.00_idx_15.png +0 -0
  14. icnt/convincing_cases/gradcam_convincing_benign_conf_1.00_idx_21.png +0 -0
  15. icnt/convincing_cases/gradcam_convincing_benign_conf_1.00_idx_24.png +0 -0
  16. icnt/convincing_cases/gradcam_convincing_benign_conf_1.00_idx_32.png +0 -0
  17. icnt/convincing_cases/gradcam_convincing_benign_conf_1.00_idx_43.png +0 -0
  18. icnt/convincing_cases/gradcam_convincing_benign_conf_1.00_idx_49.png +0 -0
  19. icnt/convincing_cases/gradcam_convincing_benign_conf_1.00_idx_68.png +0 -0
  20. icnt/convincing_cases/gradcam_convincing_benign_conf_1.00_idx_77.png +0 -0
  21. icnt/convincing_cases/gradcam_convincing_malignant_conf_0.99_idx_39.png +0 -0
  22. icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_106.png +0 -0
  23. icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_26.png +0 -0
  24. icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_28.png +0 -0
  25. icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_35.png +0 -0
  26. icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_4.png +0 -0
  27. icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_45.png +0 -0
  28. icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_50.png +0 -0
  29. icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_60.png +0 -0
  30. icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_8.png +0 -0
  31. icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_10.png +0 -0
  32. icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_11.png +0 -0
  33. icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_12.png +0 -0
  34. icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_13.png +0 -0
  35. icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_17.png +0 -0
  36. icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_18.png +0 -0
  37. icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_19.png +3 -0
  38. icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_5.png +0 -0
  39. icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_6.png +3 -0
  40. icnt/critical_errors/critical_errors_summary.csv +10 -0
  41. icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.90_idx_2300.png +0 -0
  42. icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.90_idx_4537.png +0 -0
  43. icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.90_idx_5645.png +0 -0
  44. icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.91_idx_1379.png +0 -0
  45. icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.91_idx_2922.png +0 -0
  46. icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.91_idx_5845.png +0 -0
  47. icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.91_idx_7264.png +0 -0
  48. icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.92_idx_6449.png +0 -0
  49. icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.92_idx_7087.png +0 -0
  50. icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.93_idx_1061.png +0 -0
.gitattributes CHANGED
@@ -48,3 +48,8 @@ baseline_cnn/assets/projection_acp_e60_a30.png filter=lfs diff=lfs merge=lfs -te
48
  baseline_cnn/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_45.png filter=lfs diff=lfs merge=lfs -text
49
  baseline_cnn/critical_errors/gradcam_error_malignant_to_normal_true_malignant_pred_normal_conf_0.99_idx_3622.png filter=lfs diff=lfs merge=lfs -text
50
  baseline_cnn/model/best_model_baseline_cnn.keras filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
 
48
  baseline_cnn/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_45.png filter=lfs diff=lfs merge=lfs -text
49
  baseline_cnn/critical_errors/gradcam_error_malignant_to_normal_true_malignant_pred_normal_conf_0.99_idx_3622.png filter=lfs diff=lfs merge=lfs -text
50
  baseline_cnn/model/best_model_baseline_cnn.keras filter=lfs diff=lfs merge=lfs -text
51
+ icnt/assets/pca_3d_projection_light_icnt.png filter=lfs diff=lfs merge=lfs -text
52
+ icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_19.png filter=lfs diff=lfs merge=lfs -text
53
+ icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_6.png filter=lfs diff=lfs merge=lfs -text
54
+ icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.99_idx_5806.png filter=lfs diff=lfs merge=lfs -text
55
+ icnt/model/best_model_icnt.keras filter=lfs diff=lfs merge=lfs -text
icnt/assets/learning_curves_loss_cnn.png ADDED
icnt/assets/matrice_confusion_icnt.png ADDED
icnt/assets/pca_3d_interactif_light_icnt.html ADDED
The diff for this file is too large to render. See raw diff
 
icnt/assets/pca_3d_projection_light_icnt.png ADDED

Git LFS Details

  • SHA256: cde7b9d1f5af51c9c3222c37fce6bb8d12c3c7cc9ee9b5c7ce75b63d9da51897
  • Pointer size: 131 Bytes
  • Size of remote file: 166 kB
icnt/assets/pie_test_icnt.png ADDED
icnt/assets/pie_train_icnt.png ADDED
icnt/assets/pie_val_icnt.png ADDED
icnt/assets/projection_tsne_interactive_icnt.html ADDED
The diff for this file is too large to render. See raw diff
 
icnt/assets/roc_multiclasse_icnt.png ADDED
icnt/assets/screeplot_comparatif_icnt.png ADDED
icnt/class_labels_icnt.json ADDED
@@ -0,0 +1 @@
 
 
1
+ ["benign", "malignant", "normal"]
icnt/convincing_cases/gradcam_convincing_benign_conf_1.00_idx_15.png ADDED
icnt/convincing_cases/gradcam_convincing_benign_conf_1.00_idx_21.png ADDED
icnt/convincing_cases/gradcam_convincing_benign_conf_1.00_idx_24.png ADDED
icnt/convincing_cases/gradcam_convincing_benign_conf_1.00_idx_32.png ADDED
icnt/convincing_cases/gradcam_convincing_benign_conf_1.00_idx_43.png ADDED
icnt/convincing_cases/gradcam_convincing_benign_conf_1.00_idx_49.png ADDED
icnt/convincing_cases/gradcam_convincing_benign_conf_1.00_idx_68.png ADDED
icnt/convincing_cases/gradcam_convincing_benign_conf_1.00_idx_77.png ADDED
icnt/convincing_cases/gradcam_convincing_malignant_conf_0.99_idx_39.png ADDED
icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_106.png ADDED
icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_26.png ADDED
icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_28.png ADDED
icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_35.png ADDED
icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_4.png ADDED
icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_45.png ADDED
icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_50.png ADDED
icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_60.png ADDED
icnt/convincing_cases/gradcam_convincing_malignant_conf_1.00_idx_8.png ADDED
icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_10.png ADDED
icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_11.png ADDED
icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_12.png ADDED
icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_13.png ADDED
icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_17.png ADDED
icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_18.png ADDED
icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_19.png ADDED

Git LFS Details

  • SHA256: a6ea65b79a91dbb8c03356aad75fd6ec339d5e4e1686fc218ee15900f514ef6a
  • Pointer size: 131 Bytes
  • Size of remote file: 144 kB
icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_5.png ADDED
icnt/convincing_cases/gradcam_convincing_normal_conf_1.00_idx_6.png ADDED

Git LFS Details

  • SHA256: 8a3e3a1606ad7e2a929f3f2627dfafa4d3d23e70ad826c3495fba2c2707aba18
  • Pointer size: 131 Bytes
  • Size of remote file: 146 kB
icnt/critical_errors/critical_errors_summary.csv ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+ Index,Fichier initial,Classe réelle,Classe prédite,Confiance,Type d'erreur,Fichier Grad-CAM
2
+ 2632,/content/drive/MyDrive/oc_projet7_poc/data/raw/mammo_combined/CLAHE_images/malignant/malignant598.png,malignant,normal,0.9991018,malignant_to_normal,gradcam_error_malignant_to_normal_true_malignant_pred_normal_conf_1.00_idx_2632.png
3
+ 3415,/content/drive/MyDrive/oc_projet7_poc/data/raw/mammo_combined/CLAHE_images/malignant/malignant10128.png,malignant,normal,0.9266674,malignant_to_normal,gradcam_error_malignant_to_normal_true_malignant_pred_normal_conf_0.93_idx_3415.png
4
+ 5847,/content/drive/MyDrive/oc_projet7_poc/data/raw/mammo_combined/CLAHE_images/malignant/malignant12114.png,malignant,normal,0.99941736,malignant_to_normal,gradcam_error_malignant_to_normal_true_malignant_pred_normal_conf_1.00_idx_5847.png
5
+ 6903,/content/drive/MyDrive/oc_projet7_poc/data/raw/mammo_combined/CLAHE_images/malignant/malignant9684.png,malignant,normal,0.92289436,malignant_to_normal,gradcam_error_malignant_to_normal_true_malignant_pred_normal_conf_0.92_idx_6903.png
6
+ 412,/content/drive/MyDrive/oc_projet7_poc/data/raw/mammo_combined/CLAHE_images/malignant/malignant12598.png,malignant,benign,0.99874306,malignant_to_benign,gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_1.00_idx_412.png
7
+ 514,/content/drive/MyDrive/oc_projet7_poc/data/raw/mammo_combined/CLAHE_images/malignant/malignant13326.png,malignant,benign,0.9542706,malignant_to_benign,gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.95_idx_514.png
8
+ 1061,/content/drive/MyDrive/oc_projet7_poc/data/raw/mammo_combined/CLAHE_images/malignant/malignant11285.png,malignant,benign,0.92783624,malignant_to_benign,gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.93_idx_1061.png
9
+ 1071,/content/drive/MyDrive/oc_projet7_poc/data/raw/mammo_combined/CLAHE_images/malignant/malignant12774.png,malignant,benign,0.99026525,malignant_to_benign,gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.99_idx_1071.png
10
+ 1373,/content/drive/MyDrive/oc_projet7_poc/data/raw/mammo_combined/CLAHE_images/malignant/malignant12821.png,malignant,benign,0.9727825,malignant_to_benign,gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.97_idx_1373.png
icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.90_idx_2300.png ADDED
icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.90_idx_4537.png ADDED
icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.90_idx_5645.png ADDED
icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.91_idx_1379.png ADDED
icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.91_idx_2922.png ADDED
icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.91_idx_5845.png ADDED
icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.91_idx_7264.png ADDED
icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.92_idx_6449.png ADDED
icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.92_idx_7087.png ADDED
icnt/critical_errors/gradcam_error_malignant_to_benign_true_malignant_pred_benign_conf_0.93_idx_1061.png ADDED