├── .gitignore ├── LICENSE ├── README.md ├── homework01 ├── convnext_arch.png ├── convnext_block.png ├── convnext_impr.png ├── dw_conv.png ├── group_conv.png ├── homework_part1.ipynb ├── homework_part2.ipynb ├── layer_scale-new_residual.png ├── layer_scale-orig_residual.png ├── tiny_img.py └── tiny_img_dataset.py ├── homework02 ├── cifar.py ├── homework-part1-transformers.ipynb └── imgs │ ├── cifar10.jpg │ └── mha_img_original.png ├── homework03 ├── gfile.py ├── homework-part1-segmentation.ipynb ├── homework-part2-vae.ipynb ├── linear.png └── yfile.py ├── homework04 ├── gfile.py ├── homework-part1-gan.ipynb ├── homework-part2-diffusion.ipynb ├── utils.py └── yfile.py ├── homework05 ├── gfile.py ├── homework-monodepth.ipynb ├── homework-nerf.ipynb ├── nerf_architecture.png └── yfile.py ├── week03-vision_transformers ├── README.md ├── imgs │ ├── advanced_augs.png │ ├── gelu.png │ ├── ln_in_vit.png │ ├── mha_img_original.png │ ├── randaugment_examples.png │ ├── randaugment_impl.png │ ├── scheduler.png │ ├── title.jpg │ ├── transformer_encoder.png │ └── vit.png └── seminar.ipynb ├── week04-image_segmentation ├── homework │ ├── README.md │ ├── configs │ │ ├── unet_late_fusion.json │ │ ├── unet_rgb.json │ │ └── unet_rgbd.json │ ├── data │ │ └── .gitkeep │ ├── notebooks │ │ └── person_segmentation.ipynb │ ├── requirements.txt │ ├── src │ │ ├── __init__.py │ │ ├── config.py │ │ ├── datamodules │ │ │ └── coco_person.py │ │ ├── datasets │ │ │ ├── __init__.py │ │ │ └── person.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── unet.py │ │ │ ├── unet_late_fusion.py │ │ │ └── unet_rgbd.py │ │ └── person_seg_module.py │ └── tools │ │ ├── download_coco_mini.py │ │ ├── predict_depth_dpt.py │ │ └── prepare_coco.py └── seminar │ ├── .gitignore │ ├── README.md │ ├── configs │ ├── config_coco_mask2former_instance.json │ ├── config_coco_mask2former_instance_mini.json │ ├── config_coco_mask2former_semantic.json │ └── config_coco_unet.json │ ├── notebooks │ ├── train_mask2former_instance.ipynb │ ├── train_mask2former_semantic.ipynb │ ├── train_unet_coco.ipynb │ └── unet_to_mask2former_proper.ipynb │ ├── requirements.txt │ ├── src │ ├── __init__.py │ ├── config.py │ ├── dataset_coco.py │ ├── lightning_module.py │ └── models │ │ ├── __init__.py │ │ ├── base.py │ │ ├── mask2former.py │ │ └── unet.py │ └── tools │ ├── download_coco_mini.py │ └── prepare_coco_mini.py ├── week05-object_detection └── seminar │ ├── .gitignore │ ├── README.md │ ├── configs │ └── config_coco_detr_person.json │ ├── notebooks │ ├── resnet_fpn_to_detr.ipynb │ └── train_detr_person.ipynb │ ├── requirements.txt │ ├── src │ ├── __init__.py │ ├── config.py │ ├── dataset_coco.py │ ├── lightning_module.py │ └── models │ │ ├── __init__.py │ │ ├── base.py │ │ └── detr.py │ └── tools │ ├── download_coco_mini.py │ └── prepare_coco_mini.py └── week07-latent_models ├── CLIP ├── .gitignore ├── CLIP.png ├── LICENSE ├── MANIFEST.in ├── README.md ├── __init__.py ├── clip │ ├── __init__.py │ ├── bpe_simple_vocab_16e6.txt.gz │ ├── clip.py │ ├── model.py │ └── simple_tokenizer.py ├── clip_wrapper.py ├── data │ └── yfcc100m.md ├── model-card.md ├── notebooks │ ├── Interacting_with_CLIP.ipynb │ └── Prompt_Engineering_for_ImageNet.ipynb ├── requirements.txt ├── setup.py └── tests │ └── test_consistency.py ├── README.md ├── gans ├── __init__.py ├── gan_load.py └── models │ ├── BigGAN │ ├── BigGAN.py │ ├── __init__.py │ ├── layers.py │ └── sync_batchnorm │ │ ├── __init__.py │ │ ├── batchnorm.py │ │ ├── batchnorm_reimpl.py │ │ ├── comm.py │ │ ├── replicate.py │ │ └── unittest.py │ └── StyleGAN2 │ ├── LICENSE │ ├── LICENSE-FID │ ├── LICENSE-LPIPS │ ├── LICENSE-NVIDIA │ ├── README.md │ ├── calc_inception.py │ ├── checkpoint │ └── .gitignore │ ├── convert_weight.py │ ├── dataset.py │ ├── distributed.py │ ├── fid.py │ ├── generate.py │ ├── inception.py │ ├── lpips │ ├── __init__.py │ ├── base_model.py │ ├── dist_model.py │ ├── networks_basic.py │ ├── pretrained_networks.py │ └── weights │ │ ├── v0.0 │ │ ├── alex.pth │ │ ├── squeeze.pth │ │ └── vgg.pth │ │ └── v0.1 │ │ ├── alex.pth │ │ ├── squeeze.pth │ │ └── vgg.pth │ ├── model.py │ ├── op │ ├── __init__.py │ ├── fused_act.py │ ├── fused_bias_act.cpp │ ├── fused_bias_act_kernel.cu │ ├── upfirdn2d.cpp │ ├── upfirdn2d.py │ └── upfirdn2d_kernel.cu │ ├── ppl.py │ ├── prepare_data.py │ ├── projector.py │ ├── sample │ └── .gitignore │ ├── train.py │ ├── weights_deformations.py │ └── wrapper.py ├── gans_seminar_1_latents.ipynb ├── gans_seminar_2_inversions.ipynb ├── infogan.png ├── pixel2style2pixel ├── LICENSE ├── README.md ├── __init__.py ├── configs │ ├── __init__.py │ ├── data_configs.py │ ├── paths_config.py │ └── transforms_config.py ├── criteria │ ├── __init__.py │ ├── id_loss.py │ ├── lpips │ │ ├── __init__.py │ │ ├── lpips.py │ │ ├── networks.py │ │ └── utils.py │ └── w_norm.py ├── datasets │ ├── __init__.py │ ├── augmentations.py │ ├── gt_res_dataset.py │ ├── images_dataset.py │ └── inference_dataset.py ├── docs │ ├── encoding_inputs.jpg │ ├── encoding_outputs.jpg │ ├── frontalization_inputs.jpg │ ├── frontalization_outputs.jpg │ ├── seg2image.png │ ├── sketch2image.png │ ├── super_res_32.jpg │ ├── super_res_style_mixing.jpg │ ├── teaser.jpg │ ├── toonify_input.jpg │ └── toonify_output.jpg ├── environment │ └── psp_env.yaml ├── licenses │ ├── LICENSE_HuangYG123 │ ├── LICENSE_S-aiueo32 │ ├── LICENSE_TreB1eN │ ├── LICENSE_lessw2020 │ └── LICENSE_rosinality ├── models │ ├── __init__.py │ ├── encoders │ │ ├── __init__.py │ │ ├── helpers.py │ │ ├── model_irse.py │ │ └── psp_encoders.py │ ├── mtcnn │ │ ├── __init__.py │ │ ├── mtcnn.py │ │ └── mtcnn_pytorch │ │ │ ├── __init__.py │ │ │ └── src │ │ │ ├── __init__.py │ │ │ ├── align_trans.py │ │ │ ├── box_utils.py │ │ │ ├── detector.py │ │ │ ├── first_stage.py │ │ │ ├── get_nets.py │ │ │ ├── matlab_cp2tform.py │ │ │ ├── visualization_utils.py │ │ │ └── weights │ │ │ ├── onet.npy │ │ │ ├── pnet.npy │ │ │ └── rnet.npy │ ├── psp.py │ └── stylegan2 │ │ ├── __init__.py │ │ ├── model.py │ │ └── op │ │ ├── __init__.py │ │ ├── fused_act.py │ │ ├── fused_bias_act.cpp │ │ ├── fused_bias_act_kernel.cu │ │ ├── upfirdn2d.cpp │ │ ├── upfirdn2d.py │ │ └── upfirdn2d_kernel.cu ├── notebooks │ ├── images │ │ ├── input_img.jpg │ │ ├── input_mask.png │ │ └── input_sketch.jpg │ └── inference_playground.ipynb ├── options │ ├── __init__.py │ ├── test_options.py │ └── train_options.py ├── scripts │ ├── align_all_parallel.py │ ├── calc_id_loss_parallel.py │ ├── calc_losses_on_images.py │ ├── generate_sketch_data.py │ ├── inference.py │ ├── style_mixing.py │ └── train.py ├── training │ ├── __init__.py │ ├── coach.py │ └── ranger.py └── utils │ ├── __init__.py │ ├── common.py │ ├── data_utils.py │ └── train_utils.py ├── resnet18_gen.py ├── sample.png ├── seminar.ipynb ├── stylegan.png ├── stylegan2_activations.png ├── stylegan2_sample.png └── supervised_deformation_finder ├── __init__.py ├── celeba_attributes.txt ├── model.py 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