├── 01_手把手教你跑通第一个神经网络 ├── .DS_Store ├── 01_手把手教你跑通第一个神经网络.ipynb ├── 1_dataset.py ├── 2_dataloader.py ├── 3_model.py ├── 4_optimizer.py ├── 5_train.py ├── README.md └── 【PyTorch】手把手教你跑通第一个神经网络.key ├── 02_如何让网络优雅地分类猫猫狗狗 ├── .DS_Store ├── 0_split_dataset.py ├── 1_examples.py ├── 2_dogs_vs_cats.py └── 【PyTorch】如何让网络优雅地分类猫猫狗狗.key ├── 03_B站首个，终于有人把 GPU: CUDA: cuDNN 讲清楚了 ├── cuda_test_1.cu └── cuda_test_2.cu ├── 04_旁友，学卷积吗？包教包会的那一种（上） └── Conv2d.py ├── 05_Dataset数据集实例讲解，CSV数据&VOC格式 ├── flame_dataset.py ├── flame_dataset │ ├── .DS_Store │ ├── Annotations │ │ ├── .DS_Store │ │ ├── 000001.xml │ │ ├── 000002.xml │ │ ├── 000003.xml │ │ ├── 000004.xml │ │ └── 000005.xml │ ├── ImageSets │ │ ├── .DS_Store │ │ └── Main │ │ │ ├── test.txt │ │ │ ├── train.txt │ │ │ ├── trainval.txt │ │ │ └── val.txt │ └── JPEGImages │ │ ├── .DS_Store │ │ ├── 000001.jpg │ │ ├── 000002.jpg │ │ ├── 000003.jpg │ │ ├── 000004.jpg │ │ └── 000005.jpg ├── flame_dataset_sep.py ├── tumor_dataset.py └── tumor_dataset │ ├── 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