Migrasi otomatis
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- .gitattributes +36 -0
- README.md +19 -0
- censor_detect_v0.10_s/F1_curve.png +3 -0
- censor_detect_v0.10_s/PR_curve.png +3 -0
- censor_detect_v0.10_s/P_curve.png +3 -0
- censor_detect_v0.10_s/R_curve.png +3 -0
- censor_detect_v0.10_s/confusion_matrix.png +3 -0
- censor_detect_v0.10_s/labels.json +5 -0
- censor_detect_v0.10_s/model.onnx +3 -0
- censor_detect_v0.10_s/model.pt +3 -0
- censor_detect_v0.10_s/model_artifacts.json +1 -0
- censor_detect_v0.10_s/results.csv +0 -0
- censor_detect_v0.10_s/results.png +3 -0
- censor_detect_v0.10_s/threshold.json +4 -0
- censor_detect_v0.7_s/F1_curve.png +3 -0
- censor_detect_v0.7_s/PR_curve.png +3 -0
- censor_detect_v0.7_s/P_curve.png +3 -0
- censor_detect_v0.7_s/R_curve.png +3 -0
- censor_detect_v0.7_s/confusion_matrix.png +3 -0
- censor_detect_v0.7_s/labels.json +5 -0
- censor_detect_v0.7_s/model.onnx +3 -0
- censor_detect_v0.7_s/model.pt +3 -0
- censor_detect_v0.7_s/model_artifacts.json +1 -0
- censor_detect_v0.7_s/results.csv +0 -0
- censor_detect_v0.7_s/results.png +3 -0
- censor_detect_v0.7_s/threshold.json +4 -0
- censor_detect_v0.8_s/F1_curve.png +3 -0
- censor_detect_v0.8_s/PR_curve.png +3 -0
- censor_detect_v0.8_s/P_curve.png +3 -0
- censor_detect_v0.8_s/R_curve.png +3 -0
- censor_detect_v0.8_s/confusion_matrix.png +3 -0
- censor_detect_v0.8_s/labels.json +5 -0
- censor_detect_v0.8_s/model.onnx +3 -0
- censor_detect_v0.8_s/model.pt +3 -0
- censor_detect_v0.8_s/model_artifacts.json +1 -0
- censor_detect_v0.8_s/results.csv +0 -0
- censor_detect_v0.8_s/results.png +3 -0
- censor_detect_v0.8_s/threshold.json +4 -0
- censor_detect_v0.9_s/F1_curve.png +3 -0
- censor_detect_v0.9_s/PR_curve.png +3 -0
- censor_detect_v0.9_s/P_curve.png +3 -0
- censor_detect_v0.9_s/R_curve.png +3 -0
- censor_detect_v0.9_s/confusion_matrix.png +3 -0
- censor_detect_v0.9_s/labels.json +5 -0
- censor_detect_v0.9_s/model.onnx +3 -0
- censor_detect_v0.9_s/model.pt +3 -0
- censor_detect_v0.9_s/model_artifacts.json +1 -0
- censor_detect_v0.9_s/results.csv +0 -0
- censor_detect_v0.9_s/results.png +3 -0
- censor_detect_v0.9_s/threshold.json +4 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: mit
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datasets:
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- deepghs/anime_censor_detection
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metrics:
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- f1
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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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| Model | FLOPS | Params | F1 Score | Threshold | F1 Plot | Confusion | Labels |
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|:---------------------:|:-------:|:--------:|:----------:|:-----------:|:----------------------------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------------------------------------:|:----------------------------:|
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| censor_detect_v1.0_n | 898 | 3.01M | 0.8 | 0.278 | [plot](https://huggingface.co/deepghs/anime_censor_detection/blob/main/censor_detect_v1.0_n/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_censor_detection/blob/main/censor_detect_v1.0_n/confusion_matrix.png) | `nipple_f`, `penis`, `pussy` |
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| censor_detect_v1.0_s | 3.49k | 11.1M | 0.83 | 0.238 | [plot](https://huggingface.co/deepghs/anime_censor_detection/blob/main/censor_detect_v1.0_s/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_censor_detection/blob/main/censor_detect_v1.0_s/confusion_matrix.png) | `nipple_f`, `penis`, `pussy` |
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| censor_detect_v0.10_s | 3.49k | 11.1M | 0.83 | 0.15 | [plot](https://huggingface.co/deepghs/anime_censor_detection/blob/main/censor_detect_v0.10_s/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_censor_detection/blob/main/censor_detect_v0.10_s/confusion_matrix.png) | `nipple_f`, `penis`, `pussy` |
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| censor_detect_v0.9_s | 3.49k | 11.1M | 0.81 | 0.2 | [plot](https://huggingface.co/deepghs/anime_censor_detection/blob/main/censor_detect_v0.9_s/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_censor_detection/blob/main/censor_detect_v0.9_s/confusion_matrix.png) | `nipple_f`, `penis`, `pussy` |
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| censor_detect_v0.8_s | 3.49k | 11.1M | 0.81 | 0.252 | [plot](https://huggingface.co/deepghs/anime_censor_detection/blob/main/censor_detect_v0.8_s/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_censor_detection/blob/main/censor_detect_v0.8_s/confusion_matrix.png) | `nipple_f`, `penis`, `pussy` |
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| censor_detect_v0.7_s | 3.49k | 11.1M | 0.79 | 0.356 | [plot](https://huggingface.co/deepghs/anime_censor_detection/blob/main/censor_detect_v0.7_s/F1_curve.png) | [confusion](https://huggingface.co/deepghs/anime_censor_detection/blob/main/censor_detect_v0.7_s/confusion_matrix.png) | `nipple_f`, `penis`, `pussy` |
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{"names": ["nipple_f", "penis", "pussy"], "yaml": {"nc": 3, "depth_multiple": 0.33, "width_multiple": 0.5, "backbone": [[-1, 1, "Conv", [64, 3, 2]], [-1, 1, "Conv", [128, 3, 2]], [-1, 3, "C2f", [128, true]], [-1, 1, "Conv", [256, 3, 2]], [-1, 6, "C2f", [256, true]], [-1, 1, "Conv", [512, 3, 2]], [-1, 6, "C2f", [512, true]], [-1, 1, "Conv", [1024, 3, 2]], [-1, 3, "C2f", [1024, true]], [-1, 1, "SPPF", [1024, 5]]], "head": [[-1, 1, "nn.Upsample", ["None", 2, "nearest"]], [[-1, 6], 1, "Concat", [1]], [-1, 3, "C2f", [512]], [-1, 1, "nn.Upsample", ["None", 2, "nearest"]], [[-1, 4], 1, "Concat", [1]], [-1, 3, "C2f", [256]], [-1, 1, "Conv", [256, 3, 2]], [[-1, 12], 1, "Concat", [1]], [-1, 3, "C2f", [512]], [-1, 1, "Conv", [512, 3, 2]], [[-1, 9], 1, "Concat", [1]], [-1, 3, "C2f", [1024]], [[15, 18, 21], 1, "Detect", ["nc"]]], "ch": 3}, "nc": 3, "args": {"model": "yolov8s.yaml", "batch": 16, "imgsz": 640}, "ultralytics_version": "8.0.20", "model_type": "yolov8"}
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{
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"f1_score": 0.83,
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"threshold": 0.15
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censor_detect_v0.7_s/F1_curve.png
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censor_detect_v0.7_s/PR_curve.png
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censor_detect_v0.7_s/P_curve.png
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censor_detect_v0.7_s/confusion_matrix.png
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censor_detect_v0.8_s/PR_curve.png
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censor_detect_v0.8_s/model_artifacts.json
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{"names": ["nipple_f", "penis", "pussy"], "yaml": {"nc": 3, "depth_multiple": 0.33, "width_multiple": 0.5, "backbone": [[-1, 1, "Conv", [64, 3, 2]], [-1, 1, "Conv", [128, 3, 2]], [-1, 3, "C2f", [128, true]], [-1, 1, "Conv", [256, 3, 2]], [-1, 6, "C2f", [256, true]], [-1, 1, "Conv", [512, 3, 2]], [-1, 6, "C2f", [512, true]], [-1, 1, "Conv", [1024, 3, 2]], [-1, 3, "C2f", [1024, true]], [-1, 1, "SPPF", [1024, 5]]], "head": [[-1, 1, "nn.Upsample", ["None", 2, "nearest"]], [[-1, 6], 1, "Concat", [1]], [-1, 3, "C2f", [512]], [-1, 1, "nn.Upsample", ["None", 2, "nearest"]], [[-1, 4], 1, "Concat", [1]], [-1, 3, "C2f", [256]], [-1, 1, "Conv", [256, 3, 2]], [[-1, 12], 1, "Concat", [1]], [-1, 3, "C2f", [512]], [-1, 1, "Conv", [512, 3, 2]], [[-1, 9], 1, "Concat", [1]], [-1, 3, "C2f", [1024]], [[15, 18, 21], 1, "Detect", ["nc"]]], "ch": 3}, "nc": 3, "args": {"model": "yolov8s.yaml", "batch": 16, "imgsz": 640}, "ultralytics_version": "8.0.20", "model_type": "yolov8"}
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censor_detect_v0.8_s/results.csv
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censor_detect_v0.8_s/results.png
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Git LFS Details
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censor_detect_v0.8_s/threshold.json
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{
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"f1_score": 0.81,
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"threshold": 0.252
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censor_detect_v0.9_s/F1_curve.png
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Git LFS Details
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censor_detect_v0.9_s/PR_curve.png
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Git LFS Details
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censor_detect_v0.9_s/P_curve.png
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censor_detect_v0.9_s/R_curve.png
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censor_detect_v0.9_s/confusion_matrix.png
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censor_detect_v0.9_s/labels.json
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[
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"nipple_f",
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"penis",
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"pussy"
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censor_detect_v0.9_s/model.onnx
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censor_detect_v0.9_s/model.pt
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version https://git-lfs.github.com/spec/v1
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censor_detect_v0.9_s/model_artifacts.json
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{"names": ["nipple_f", "penis", "pussy"], "yaml": {"nc": 3, "depth_multiple": 0.33, "width_multiple": 0.5, "backbone": [[-1, 1, "Conv", [64, 3, 2]], [-1, 1, "Conv", [128, 3, 2]], [-1, 3, "C2f", [128, true]], [-1, 1, "Conv", [256, 3, 2]], [-1, 6, "C2f", [256, true]], [-1, 1, "Conv", [512, 3, 2]], [-1, 6, "C2f", [512, true]], [-1, 1, "Conv", [1024, 3, 2]], [-1, 3, "C2f", [1024, true]], [-1, 1, "SPPF", [1024, 5]]], "head": [[-1, 1, "nn.Upsample", ["None", 2, "nearest"]], [[-1, 6], 1, "Concat", [1]], [-1, 3, "C2f", [512]], [-1, 1, "nn.Upsample", ["None", 2, "nearest"]], [[-1, 4], 1, "Concat", [1]], [-1, 3, "C2f", [256]], [-1, 1, "Conv", [256, 3, 2]], [[-1, 12], 1, "Concat", [1]], [-1, 3, "C2f", [512]], [-1, 1, "Conv", [512, 3, 2]], [[-1, 9], 1, "Concat", [1]], [-1, 3, "C2f", [1024]], [[15, 18, 21], 1, "Detect", ["nc"]]], "ch": 3}, "nc": 3, "args": {"model": "yolov8s.yaml", "batch": 16, "imgsz": 640}, "ultralytics_version": "8.0.20", "model_type": "yolov8"}
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censor_detect_v0.9_s/results.csv
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The diff for this file is too large to render.
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censor_detect_v0.9_s/results.png
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Git LFS Details
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censor_detect_v0.9_s/threshold.json
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{
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"f1_score": 0.81,
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"threshold": 0.2
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}
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