Yizhou Wang's Projects
Repository for 2019 CVPR AI City Challenge Track 2 from IPL@UW
(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"
C3D is a modified version of BVLC caffe to support 3D ConvNets.
Categorical Depth Distribution Network for Monocular 3D Object Detection (CVPR 2021 Oral)
Camera-Radar Data Collection Tools
Develop kit for CRUW dataset
Revised version of YOLOv2 and YOLOv3 for KITTI dataset
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
An Architecture for Action Detection in Videos using Over-Complete Dictionary Learning
(CVPR 2021) Rank 1st in the public leaderboard of SemanticKITTI Panoptic Segmentation (2020-11-16)
A super-resolution approach focus on GIF images.
Big Data Analytics Project Open Source Code
A PyTorch Library for Accelerating 3D Deep Learning Research
:pencil: Python / C++ 11 Solutions of All LeetCode Questions
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
Open MMLab Detection Toolbox and Benchmark
Monocular Object 3D Localization in Road Scenes (ACM MM'19)
Annotation tools in Python for labeling multiple object tracking in a single camera and across multiple cameras
Neural Networks and Deep Learning Assignments and Project Resources
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
RODNet: Radar object detection network
Fall 2016 DSP Project: SIFT Correspondence: Scene Alignment using Key-point Matching
Computation using data flow graphs for scalable machine learning
UWCR Dataset - RADAR MINI (DEPRECATED)