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The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Bringing Old Photo Back to Life (CVPR 2020 oral)

Image augmentation for machine learning experiments.

Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

Image augmentation library in Python for machine learning.

Code for visualizing the loss landscape of neural nets

Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)

[ECCVW 2022] The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

Pointcept: a codebase for point cloud perception research. Latest works: PTv3 (CVPR'24 Oral), PPT (CVPR'24), OA-CNNs (CVPR'24), MSC (CVPR'23)

Official implementation of PVT series

This is a collection of our NAS and Vision Transformer work.

mobilenetv3 with pytorch，provide pre-train model

Automated deep learning algorithms implemented in PyTorch.

Implementation of Non-local Block.

This is an official implementation for "Video Swin Transformers".

fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具

A simple baseline for 3d human pose estimation in tensorflow. Presented at ICCV 17.

VGGSfM: Visual Geometry Grounded Deep Structure From Motion

This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".

SOS IROS 2018 GOOGLE; StereoNet ECCV2018 GOOGLE; ActiveStereoNet ECCV2018 Oral GOOGLE; HITNET CVPR2021 GOOGLE；PLUME Uber ATG

Large-Scale Visual Representation Model

Camouflaged Object Detection, CVPR 2020 (Oral)

Convolutional Spatial Propagation Network

A Blender addon for generating synthetic ground truth data for Computer Vision applications

an implementation of softmax splatting for differentiable forward warping using PyTorch

Code for Neural Architecture Search without Training (ICML 2021)