Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph (ECCV 2022, Oral) 🔥

[SIGIR 2022] CenterCLIP: Token Clustering for Efficient Text-Video Retrieval. Also, a text-video retrieval toolbox based on CLIP + fast pyav video decoding.

SCALoss: Side and Corner Aligned Loss for Bounding Box Regression (AAAI2022).

The OBMO module embedded in PatchNet

Implementation of our paper 'RESA: Recurrent Feature-Shift Aggregator for Lane Detection' in AAAI2021.

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

A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemen…

An implementation of LaneGCN (Learning Lane Graph Representations for Motion Forecasting)

A curated list of awesome awesomeness

A simple, fast, efficient and end-to-end 3D object detector without NMS.

The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI

Differentiable RANSAC: Learning Robust Line Fitting

Latex code for making neural networks diagrams

Code and data for paper https://arxiv.org/pdf/2106.05517.pdf (CVPR 2022)

Code and data for paper: https://arxiv.org/abs/2103.08160

全球人工智能技术创新大赛-赛道三-冠军方案

[CVPR 2021] Code release for "Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination."

Unofficial implemention of lanenet model for real time lane detection

Jittor and Pytorch code for paper "Deep Hough Transform for Semantic Line Detection" (ECCV 2020, PAMI 2021)

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

2021 Guangdong tile detection competition solution code

Codes for Paper "Attribute Attention for Semantic Disambiguation in Zero-Shot Learning"

[TIP 2022] Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training. Plus, an image classification toolbox includes ResNet, Wide-ResNet, ResNeXt, ResNeSt, ResNeXSt, SENet, Shake-Shake,…

OpenPCDet Toolbox for LiDAR-based 3D Object Detection.

This is the code for the NeurIPS 2019 paper Region Mutual Information Loss for Semantic Segmentation.

Synchronized Batch Normalization implementation in PyTorch.

A paper list of object detection using deep learning.