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| 模型 | 文件 | 大小 | 用途 |
|---|---|---|---|
| DQN图像增强 | task1_dqn/dqn_final.pth | ~987MB | 强化学习图像增强 |
| UNet++分割 | task2_unetpp/best_model.pth | ~105MB | 缺陷区域分割 (IoU=0.884) |
| ResNet分类 | task3_classification/best_model.pth | ~283MB | 缺陷类型分类 (Acc=96.3%) |
1from huggingface_hub import hf_hub_download
2
3# 下载分割模型
4model_path = hf_hub_download(
5 repo_id="TrainingCat/car-paint-defect-detection",
6 filename="task2_unetpp/best_model.pth"
7)huggingface-cli download TrainingCat/car-paint-defect-detection --local-dir models/