HDLBits website practices & solutions

AutoML tools chain

An open source lane detection toolbox based on PyTorch, including SCNN, RESA, UFLD, LaneATT, CondLane, etc.

Each chapter of this (mini-)book guides you in programming one important software component for automated driving.

Pytorch implementation of our paper "CLRNet: Cross Layer Refinement Network for Lane Detection" (CVPR2022 Acceptance).

A paper list of lane detection.

Scalabel: A versatile web-based visual data annotation tool

HybridNets: End-to-End Perception Network

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

YOLOPv2: Better, Faster, Stronger for Panoptic driving Perception

You Only Look Once for Panopitic Driving Perception.（MIR2022）

Convolutional Neural Networks

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

PyTorch ,ONNX and TensorRT implementation of YOLOv4

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

让github-readme变得更好

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

移动端开源人像分割

A Trimap-Free Portrait Matting Solution in Real Time [AAAI 2022]

A Keras implementation of MobileNetV2.

Real-Time High-Resolution Background Matting

Background Matting: The World is Your Green Screen

人像matting数据集，包含34427张图像和对应的matting结果图。

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image …

Winner of runtime track in NTIRE 2022 challenge on Efficient Super-Resolution

Image Super-Resolution for Anime-Style Art

Blueprint Separable Residual Network for Efficient Image Super-Resolution