Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time

OpenBot leverages smartphones as brains for low-cost robots. We have designed a small electric vehicle that costs about $50 and serves as a robot body. Our software stack for Android smartphones su…

Depth-Aware Video Frame Interpolation (CVPR 2019)

This is a collection of computer graphics related courses, books, tutorials, articles, blogs, resources, researcher homepages, lab homepages, video channels, open source projects, websites, etc.

🐍 Geometric Computer Vision Library for Spatial AI

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

[CVPR 2020 & 2021 & 2022 & 2023] Agriculture-Vision Dataset, Prize Challenge and Workshop: A joint effort with many great collaborators to bring Agriculture and Computer Vision/AI communities toget…

Attention-Guided Hierarchical Structure Aggregation for Image Matting(CVPR2020)

Productive, portable, and performant GPU programming in Python.

Blind Geometric Distortion Correction on Images Through Deep Learning

Supervised Raw Video Denoising with a Benchmark Dataset on Dynamic Scenes. CVPR 2020

Pytorch code for "Real image denoising with feature attention", ICCV (Oral), 2019.

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

A tensorflow implementation for fast neural style!

ESIM: an Open Event Camera Simulator

Event-based Vision Resources. Community effort to collect knowledge on event-based vision technology (papers, workshops, datasets, code, videos, etc)

Generating RGB photos from RAW image files with PyNET

[ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'

Code for "PVNet: Pixel-wise Voting Network for 6DoF Pose Estimation" CVPR 2019 oral

PyTorch implementation of Dynamic Grouping Convolution and Groupable ConvNet with pre-trained G-ResNeXt models

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

StarGAN v2 - Official PyTorch Implementation (CVPR 2020)

A Tensorflow implementation of Spatial Transformer Networks.

Region Normalization for Image Inpainting, accepted by AAAI-2020

Multi-scale Transforms in 1D, 2D, and 3D

Code for "Toward Convolutional Blind Denoising of Real Photographs", CVPR 2019

yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝，通道剪枝，知识蒸馏