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Zhang Yuan
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# Deep Learning Exercises | ||
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This repository includes some deep learning codes, such as: | ||
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1. Human segmentation | ||
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2. Human part segmentation | ||
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3. Human 2D pose estimation | ||
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4. Human 3D pose estimation | ||
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5. Human depth estimation | ||
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6. Human normal estimation | ||
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7. Kaggle dogs vs. cats | ||
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8. CIFAR 10 | ||
This repository includes some deep learning codes for ramp-up, including TensorBasic, TensorCV, TensorGAN and TensorNLP. |
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For kaggle dog and cat, we provide a clear frontend including multiple nets (AlexNet, VGGNet, ResNet, GoogleNet, DenseNet), pretrained model load, learning rate auto-tune, tensorboard support and model save support. |
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For TensorNLP, we provide tensorboard support, pretrained glove vector load and model save support. |