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HDLBits website practices & solutions
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).
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)
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
PyTorch ,ONNX and TensorRT implementation of YOLOv4
AlexeyAB / darknet
Forked from pjreddie/darknetYOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
A Trimap-Free Portrait Matting Solution in Real Time [AAAI 2022]
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
Blueprint Separable Residual Network for Efficient Image Super-Resolution