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annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

boundaryformer

Code for CVPR2022 paper: Instance Segmentation with Mask-supervised Polygonal Boundary Transformers

cvrn

Cross-View Regularization for Domain Adaptive Panoptic Segmentation

da-fusion

Effective Data Augmentation With Diffusion Models

daformer

[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation

datum

Official Implementation of One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

dnl-object-detection

Disentangled Non-Local Neural Networks

edaps

[ICCV23] EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation

github-slideshow

A robot powered training repository :robot:

hrda

[ECCV22] Official Implementation of HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation

improved-diffusion

Release for Improved Denoising Diffusion Probabilistic Models

mask2former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

mic

[CVPR23] Official Implementation of MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

noisyboundaries

portraitnet-official

Code for the paper "PortraitNet: Real-time portrait segmentation network for mobile device" @ CAD&Graphics2019

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

rcan

the paper of Research on the method of goods data construction and automatic generation in carton

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

transfiner

Mask Transfiner for High-Quality Instance Segmentation, CVPR 2022