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
2,672 results
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
Flowframes Windows GUI for video interpolation using DAIN (NCNN) or RIFE (CUDA/NCNN)
An unofficial styleguide and best practices summary for PyTorch
Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)
MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"
开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.
OpenMMLab Rotated Object Detection Toolbox and Benchmark
PyTorch implementation of adversarial attacks [torchattacks]
Reformer, the efficient Transformer, in Pytorch
开源社区第一个能下载、能运行的中文 LLaMA2 模型！
Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
Multi-Task Deep Neural Networks for Natural Language Understanding
Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".
PyTorch implementation of SENet
Large Concept Models: Language modeling in a sentence representation space
3D U-Net model for volumetric semantic segmentation written in pytorch
Medical imaging processing for AI applications.
Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。
24,540 repositories in the index in total.
