├── .gitignore ├── Lab1 ├── Hank │ ├── __init__.py │ ├── loss.py │ ├── nn.py │ ├── optim.py │ └── utils.py ├── README.md ├── Report.pdf ├── data_generator.py ├── main.py ├── main_multiclass.py ├── plot_result.py └── test.py ├── Lab2 ├── .DS_Store ├── README.md ├── Report.pdf ├── ResNet50.py ├── ResNet50_pretrained.py ├── VGG19.py ├── VGG19_pretrained.py ├── checkpoint │ ├── ResNet50 │ │ └── checkpoint.txt │ ├── ResNet50_pretrained │ │ └── checkpoint.txt │ ├── VGG19 │ │ └── checkpoint.txt │ └── VGG19_pretrained │ │ └── checkpoint.txt ├── dataloader.py ├── dataset │ └── dataset.txt └── main.py ├── Lab3 ├── Lab3-Binary_Semantic_Segmentation.pdf ├── Report.pdf ├── dataset │ └── oxford-iiit-pet │ │ ├── annotations.txt │ │ └── image.txt └── src │ ├── evaluate.py │ ├── inference.py │ ├── models │ ├── resnet34_unet.py │ └── unet.py │ ├── oxford_pet.py │ ├── train.py │ └── utils.py ├── Lab4 ├── LAB4_Dataset │ └── LAB4_Dataset │ │ └── readme.txt ├── Lab4_template │ ├── Tester.py │ ├── Trainer.py │ ├── dataloader.py │ ├── modules │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── layers.cpython-39.pyc │ │ │ └── modules.cpython-39.pyc │ │ ├── layers.py │ │ └── modules.py │ └── requirements.txt └── Report.pdf ├── Lab5 ├── README.md ├── Report.pdf ├── config │ └── MaskGit.yml ├── environment.yml ├── faster-pytorch-fid │ ├── LICENSE │ ├── README.md │ ├── __pycache__ │ │ ├── inception.cpython-39.pyc │ │ └── torch_sqrtm.cpython-39.pyc │ ├── fid_score_gpu.py │ ├── inception.py │ ├── test_gt.csv │ └── torch_sqrtm.py ├── inpainting.py ├── lab5_dataset │ └── dataset.txt ├── models │ ├── Transformer │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-39.pyc │ │ │ └── transformer.cpython-39.pyc │ │ ├── modules │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ └── layers.cpython-39.pyc │ │ │ └── layers.py │ │ └── transformer.py │ ├── VQGAN │ │ ├── VQGAN.py │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── VQGAN.cpython-39.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── lpips.cpython-39.pyc │ │ │ └── utils.cpython-39.pyc │ │ ├── config │ │ │ ├── Discriminator.yml │ │ │ └── VQGAN.yml │ │ ├── lpips.py │ │ ├── modules │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-39.pyc │ │ │ │ ├── layers.cpython-39.pyc │ │ │ │ └── transform.cpython-39.pyc │ │ │ ├── layers.py │ │ │ └── transform.py │ │ ├── utils.py │ │ └── vgg_lpips │ │ │ └── vgg.pth │ ├── VQGAN_Transformer.py │ ├── __init__.py │ └── __pycache__ │ │ ├── VQGAN.cpython-39.pyc │ │ ├── VQGAN_Transformer.cpython-39.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── lpips.cpython-39.pyc │ │ ├── transformer.cpython-39.pyc │ │ └── utils.cpython-39.pyc ├── training_transformer.py ├── transformer_checkpoints │ └── model.txt └── utils.py ├── Lab6 ├── Lab6_Generative_Models.pdf ├── Lab6_Generative_Models_slides.pdf ├── Report.pdf └── src │ ├── ACGAN.py │ ├── DCGAN.py │ ├── DCGAN_aux_disc.py │ ├── Diffusion │ ├── a.json │ ├── dataset.py │ ├── ddpm.py │ ├── evaluator.py │ ├── new_test.json │ ├── objects.json │ ├── readme.txt │ ├── test.json │ ├── test_ddpm.py │ ├── train.json │ └── train_ddpm.py │ ├── Self-Attention-GAN-eval-discriminator │ ├── README.md │ ├── aux_disc.py │ ├── data_loader.py │ ├── dataset.py │ ├── evaluator.py │ ├── main.py │ ├── parameter.py │ ├── sagan_models.py │ ├── spectral.py │ ├── tester.py │ ├── trainer.py │ └── utils.py │ ├── Self-Attention-GAN │ ├── README.md │ ├── data_loader.py │ ├── dataset.py │ ├── evaluator.py │ ├── main.py │ ├── parameter.py │ ├── sagan_models.py │ ├── spectral.py │ ├── tester.py │ ├── trainer.py │ └── utils.py │ ├── aux_discriminator.py │ ├── dataset.py │ ├── evaluator.py │ ├── iclevr │ └── data.txt │ ├── new_test.json │ ├── objects.json │ ├── readme.txt │ ├── spectral.py │ ├── test.json │ ├── test_ACGAN.py │ ├── test_DCGAN.py │ └── train.json └── README.md /.gitignore: -------------------------------------------------------------------------------- 1 | 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