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anime_face_detection

Object Detection
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  1. .gitattributes +11 -0
  2. README.md +24 -0
  3. face_detect_v0_n/F1_curve.png +0 -0
  4. face_detect_v0_n/PR_curve.png +0 -0
  5. face_detect_v0_n/P_curve.png +0 -0
  6. face_detect_v0_n/R_curve.png +0 -0
  7. face_detect_v0_n/confusion_matrix.png +0 -0
  8. face_detect_v0_n/labels.json +3 -0
  9. face_detect_v0_n/model.onnx +3 -0
  10. face_detect_v0_n/model.pt +3 -0
  11. face_detect_v0_n/results.csv +201 -0
  12. face_detect_v0_n/results.png +3 -0
  13. face_detect_v0_n/threshold.json +4 -0
  14. face_detect_v0_s/labels.json +3 -0
  15. face_detect_v0_s/model.onnx +3 -0
  16. face_detect_v0_s/model.pt +3 -0
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  18. face_detect_v0_s/results.csv +187 -0
  19. face_detect_v0_s/results.png +3 -0
  20. face_detect_v1.1_n/F1_curve.png +0 -0
  21. face_detect_v1.1_n/PR_curve.png +0 -0
  22. face_detect_v1.1_n/P_curve.png +0 -0
  23. face_detect_v1.1_n/R_curve.png +0 -0
  24. face_detect_v1.1_n/confusion_matrix.png +0 -0
  25. face_detect_v1.1_n/labels.json +3 -0
  26. face_detect_v1.1_n/model.onnx +3 -0
  27. face_detect_v1.1_n/model.pt +3 -0
  28. face_detect_v1.1_n/results.csv +201 -0
  29. face_detect_v1.1_n/results.png +3 -0
  30. face_detect_v1.1_n/threshold.json +4 -0
  31. face_detect_v1.1_s/F1_curve.png +0 -0
  32. face_detect_v1.1_s/PR_curve.png +0 -0
  33. face_detect_v1.1_s/P_curve.png +0 -0
  34. face_detect_v1.1_s/R_curve.png +0 -0
  35. face_detect_v1.1_s/confusion_matrix.png +0 -0
  36. face_detect_v1.1_s/labels.json +3 -0
  37. face_detect_v1.1_s/model.onnx +3 -0
  38. face_detect_v1.1_s/model.pt +3 -0
  39. face_detect_v1.1_s/model_artifacts.json +1 -0
  40. face_detect_v1.1_s/results.csv +201 -0
  41. face_detect_v1.1_s/results.png +3 -0
  42. face_detect_v1.1_s/threshold.json +4 -0
  43. face_detect_v1.2_s/F1_curve.png +0 -0
  44. face_detect_v1.2_s/PR_curve.png +0 -0
  45. face_detect_v1.2_s/P_curve.png +0 -0
  46. face_detect_v1.2_s/R_curve.png +0 -0
  47. face_detect_v1.2_s/confusion_matrix.png +0 -0
  48. face_detect_v1.2_s/labels.json +3 -0
  49. face_detect_v1.2_s/model.onnx +3 -0
  50. face_detect_v1.2_s/model.pt +3 -0
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README.md ADDED
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+ ---
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+ license: mit
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+ datasets:
4
+ - deepghs/anime_face_detection
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+ metrics:
6
+ - accuracy
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+ pipeline_tag: object-detection
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+ tags:
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+ - art
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+ ---
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+
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+ | Model | FLOPS | Params | F1 Score | Threshold | F1 Plot | Confusion | Labels |
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+ |:------------------:|:-------:|:--------:|:----------:|:-----------:|:-----------------------------------------------------------------------------------------------------:|:------------------------------------------------------------------------------------------------------------------:|:--------:|
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+ | face_detect_v1.4_n | 898 | 3.01M | 0.94 | 0.278 | [plot](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1.4_n/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1.4_n/confusion_matrix.png) | `face` |
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+ | face_detect_v1.4_s | 3.49k | 11.1M | 0.95 | 0.307 | [plot](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1.4_s/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1.4_s/confusion_matrix.png) | `face` |
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+ | face_detect_v1.3_n | 898 | 3.01M | 0.93 | 0.305 | [plot](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1.3_n/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1.3_n/confusion_matrix.png) | `face` |
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+ | face_detect_v1.2_s | 3.49k | 11.1M | 0.93 | 0.222 | [plot](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1.2_s/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1.2_s/confusion_matrix.png) | `face` |
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+ | face_detect_v1.3_s | 3.49k | 11.1M | 0.93 | 0.259 | [plot](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1.3_s/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1.3_s/confusion_matrix.png) | `face` |
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+ | face_detect_v1_s | 3.49k | 11.1M | 0.95 | 0.446 | [plot](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1_s/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1_s/confusion_matrix.png) | `face` |
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+ | face_detect_v1_n | 898 | 3.01M | 0.95 | 0.458 | [plot](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1_n/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1_n/confusion_matrix.png) | `face` |
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+ | face_detect_v0_n | 898 | 3.01M | 0.97 | 0.428 | [plot](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v0_n/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v0_n/confusion_matrix.png) | `face` |
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+ | face_detect_v0_s | 3.49k | 11.1M | N/A | N/A | N/A | N/A | `face` |
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+ | face_detect_v1.1_n | 898 | 3.01M | 0.94 | 0.373 | [plot](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1.1_n/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1.1_n/confusion_matrix.png) | `face` |
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+ | face_detect_v1.1_s | 3.49k | 11.1M | 0.94 | 0.405 | [plot](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1.1_s/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_face_detection/blob/main/face_detect_v1.1_s/confusion_matrix.png) | `face` |
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80
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86
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87
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88
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89
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90
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91
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94
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95
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98
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99
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100
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120
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127
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155
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157
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160
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164
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170
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171
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172
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173
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177
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180
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181
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183
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184
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185
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186
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187
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184
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