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Datasets:
joonhaim
/
hinged-state-classifier-crops

Tasks:
Image Classification
Modalities:
Image
Formats:
imagefolder
Languages:
English
Size:
1K - 10K
Tags:
computer-vision
image-classification
surgical-tools
surgical-instruments
medical-imaging
open-closed-classification
Libraries:
Datasets
License:
Dataset card Data Studio Files
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 Community
joonhaim commited on
Commit
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1 Parent(s): 9477ef0

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Files changed (50) hide show
  1. all_model_test_summary.csv +5 -0
  2. test/closed/CM_CLO_BL_CL_003__crop.jpg +3 -0
  3. test/closed/CM_CLO_BL_CL_014__crop.jpg +3 -0
  4. test/closed/CM_CLO_GR_CL_006__crop.jpg +3 -0
  5. test/closed/CM_CLO_GR_CL_019__crop.jpg +3 -0
  6. test/closed/CM_CLO_TR_CL_003__crop.jpg +3 -0
  7. test/closed/CM_CLO_TR_CL_019__crop.jpg +3 -0
  8. test/closed/CM_CLO_WH_CL_003__crop.jpg +3 -0
  9. test/closed/CM_CLO_WH_CL_005__crop.jpg +3 -0
  10. test/closed/CM_CLO_WH_CL_006__crop.jpg +3 -0
  11. test/closed/CM_OBL_BL_CL_010__crop.jpg +3 -0
  12. test/closed/CM_OBL_BL_CL_020__crop.jpg +3 -0
  13. test/closed/CM_OBL_GR_CL_012__crop.jpg +3 -0
  14. test/closed/CM_OBL_GR_CL_020__crop.jpg +3 -0
  15. test/closed/CM_OBL_TR_CL_009__crop.jpg +3 -0
  16. test/closed/CM_OBL_TR_CL_011__crop.jpg +3 -0
  17. test/closed/CM_OBL_TR_CL_020__crop.jpg +3 -0
  18. test/closed/CM_OBL_WH_CL_015__crop.jpg +3 -0
  19. test/closed/CM_TOP_BL_CL_015__crop.jpg +3 -0
  20. test/closed/CM_TOP_BL_CL_021__crop.jpg +3 -0
  21. test/closed/CM_TOP_GR_CL_002__crop.jpg +3 -0
  22. test/closed/CM_TOP_GR_CL_005__crop.jpg +3 -0
  23. test/closed/CM_TOP_GR_CL_006__crop.jpg +3 -0
  24. test/closed/CM_TOP_GR_CL_009__crop.jpg +3 -0
  25. test/closed/CM_TOP_GR_CL_019__crop.jpg +3 -0
  26. test/closed/CM_TOP_GR_CL_020__crop.jpg +3 -0
  27. test/closed/CM_TOP_TR_CL_016__crop.jpg +3 -0
  28. test/closed/CM_TOP_WH_CL_008__crop.jpg +3 -0
  29. test/closed/NH_CLO_BL_CL_008__crop.jpg +3 -0
  30. test/closed/NH_CLO_BL_CL_012__crop.jpg +3 -0
  31. test/closed/NH_CLO_GR_CL_021__crop.jpg +3 -0
  32. test/closed/NH_CLO_WH_CL_007__crop.jpg +3 -0
  33. test/closed/NH_CLO_WH_CL_018__crop.jpg +3 -0
  34. test/closed/NH_OBL_BL_CL_003__crop.jpg +3 -0
  35. test/closed/NH_OBL_BL_CL_005__crop.jpg +3 -0
  36. test/closed/NH_OBL_BL_CL_010__crop.jpg +3 -0
  37. test/closed/NH_OBL_GR_CL_018__crop.jpg +3 -0
  38. test/closed/NH_OBL_WH_CL_017__crop.jpg +3 -0
  39. test/closed/NH_TOP_BL_CL_019__crop.jpg +3 -0
  40. test/closed/NH_TOP_GR_CL_014__crop.jpg +3 -0
  41. test/closed/NH_TOP_GR_CL_017__crop.jpg +3 -0
  42. test/closed/NH_TOP_GR_CL_018__crop.jpg +3 -0
  43. test/closed/NH_TOP_GR_CL_021__crop.jpg +3 -0
  44. test/closed/NH_TOP_TR_CL_010__crop.jpg +3 -0
  45. test/closed/NH_TOP_TR_CL_014__crop.jpg +3 -0
  46. test/closed/NH_TOP_TR_CL_015__crop.jpg +3 -0
  47. test/closed/NH_TOP_TR_CL_019__crop.jpg +3 -0
  48. test/closed/NH_TOP_WH_CL_003__crop.jpg +3 -0
  49. test/closed/NH_TOP_WH_CL_009__crop.jpg +3 -0
  50. test/closed/NH_TOP_WH_CL_015__crop.jpg +3 -0
all_model_test_summary.csv ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
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+ model_name,num_images,accuracy,macro_f1,f1_closed,f1_open,tn,fp,fn,tp
2
+ efficientnet_b0,157,0.9808917197452229,0.9808793082450371,0.9813664596273292,0.9803921568627451,79,0,3,75
3
+ resnet18,157,0.9745222929936306,0.9744964262508122,0.9753086419753086,0.9736842105263158,79,0,4,74
4
+ yolo26n-cls,157,0.9745222929936306,0.9745129870129869,0.975,0.974025974025974,78,1,3,75
5
+ yolo26s-cls,157,0.9681528662420382,0.9681321804083953,0.968944099378882,0.9673202614379085,78,1,4,74
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