Alex S. Liu's repositories
proposing-projects
This repo contains the LF AI & Data Project Proposal Process and Project Lifecycle. They explain the process to host new projects in LF AI & Data and provide a proposal template.
CLRNet
Pytorch implementation of our paper "CLRNet: Cross Layer Refinement Network for Lane Detection" (CVPR2022 Acceptance).
Mask2Former
Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"
xtreme1
Xtreme1 - The Next GEN Platform for Multisensory Training Data.
tidb
TiDB is an open-source, cloud-native, distributed, MySQL-Compatible database for elastic scale and real-time analytics. Try free: https://tidbcloud.com/free-trial
Multilingual-CLIP
OpenAI CLIP text encoders for multiple languages!
PixelLib
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
TimeSformer
The official pytorch implementation of our paper "Is Space-Time Attention All You Need for Video Understanding?"
mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
3d-bat
3D Bounding Box Annotation Tool (3D-BAT) Point cloud and Image Labeling
yolor
implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)
cvat
Powerful and efficient Computer Vision Annotation Tool (CVAT)
OpenPCDet
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
DeepLabV3Plus-Pytorch
DeepLabv3 and DeepLabv3+ with pretrained weights for Pascal VOC & Cityscapes
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
CenterNet2
Two-stage CenterNet
OpenMLDB
OpenMLDB is an open-source machine learning database that provides a full-stack FeatureOps solution for enterprises.
velo2cam_calibration
Automatic Extrinsic Calibration Method for LiDAR and Camera Sensor Setups. ROS Package.
Ultra-Fast-Lane-Detection
Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)
three.js
JavaScript 3D Library.
detectron2
Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
CenterTrack
Simultaneous object detection and tracking using center points.
lanenet-lane-detection
Unofficial implemention of lanenet model for real time lane detection using deep neural network model https://maybeshewill-cv.github.io/lanenet-lane-detection/
potree
WebGL point cloud viewer for large datasets
CenterNet
Object detection, 3D detection, and pose estimation using center point detection:
vim-config
my vim config to share amongst my machines
chineseocr
yolo3+ocr
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow