Rosen's Projects
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
A library for efficient similarity search and clustering of dense vectors.
(ECCV 2020) PyTorch implementation of paper "Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild"
Grounded Language-Image Pre-training
Long-tailed Class Incremental Object Detection
MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models
A systematic survey of multi-modal and multi-task visual understanding foundation models for driving scenarios
OpenMMLab Computer Vision Foundation
Most popular metrics used to evaluate object detection algorithms.
OpenDet-D: Open World Object Detection via Cooperative Foundation Models for Driving Scenes
第一次基础作业
Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.
Code for the paper "Event-based Asynchronous Sparse Convolutional Networks" (ECCV, 2020).
Submanifold sparse convolutional networks
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.