Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Core deep-learning frameworks and libraries for pretraining and distributed training.
Signals: deep-learning, neural-network, pytorch, tensorflow, jax, distributed-training, training, deepspeed
2,663 results
[CVPR 2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement
The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distillation-Oriented Trainer https://openaccess.thecvf.com/content/ICCV2023/papers/Zhao_DOT_A_Distillation-Oriented_Trainer_ICCV_2023_paper.pdf
[CVPR 2022] FaceFormer: Speech-Driven 3D Facial Animation with Transformers
This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel.
Quiz & Assignment of Coursera
Gated-Shape CNN for Semantic Segmentation (ICCV 2019)
A real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensemble of orientation-tuned
Early POC of genetic neural architecture search
[CVPR2022] Geometric Transformer for Fast and Robust Point Cloud Registration
Deep Image Matting
Pytorch implementation of Center Loss
Metric learning and retrieval pipelines, models and zoo.
Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)
中国提供计算机视觉(CV)算法岗位的公司名单，欢迎大家提交issues进行补充
Image Test Time Augmentation with PyTorch!
A minimal solution to hand motion capture from a single color camera at over 100fps. Easy to use, plug to run.
Upscale an image by a factor of 4, while generating photo-realistic details.
Demo Programs for the "Talking Head(?) Anime from a Single Image 3: Now the Body Too" Project
[CVPR 2024 Highlight] Putting the Object Back Into Video Object Segmentation
Real time WebGL and JavaScript library for face tracking, expression detection and animated emoticons in the browser, with both SVG and Three.js demos included 😄
Implementation of Quickdraw - an online game developed by Google
Training library for local feature detection and matching
An application tool of edge-connect, which can do anime inpainting and drawing. 动漫人物图片自动修复，去马赛克，填补，去瑕疵
Video classification tools using 3D ResNet
24,545 repositories in the index in total.
