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.
Detection, segmentation, tracking, OCR models, 3D reconstruction and classical vision.
Signals: computer-vision, object-detection, image-segmentation, yolo, opencv, image-classification, pose-estimation, object-tracking
1,474 results
PyTorch implementation of UNet++ (Nested U-Net).
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
A PyTorch toolkit for 2D Human Pose Estimation.
[CVPR 2022 Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation
Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
Code for the Lovász-Softmax loss (CVPR 2018)
PyTorch extensions for fast R&D prototyping and Kaggle farming
Official code of "HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation", CVPR 2021
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
A Modular Framework for 3D Gaussian Splatting and Beyond
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
This repository contains the code for the paper "PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization"
A Unified Framework for Surface Reconstruction
A pytorch CUDA extension implementation of instant-ngp (sdf and nerf), with a GUI.
detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.
pytorch implementation of openpose including Hand and Body Pose Estimation.
NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
OpenMMLab's next-generation platform for general 3D object detection.
OpenMMLab Pose Estimation Toolbox and Benchmark.
Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System
24,524 repositories in the index in total.
