Zongyang Ma's repositories
CLIP
Contrastive Language-Image Pretraining
vissl
VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.
momentum2-teacher
Implementation of momentum^2 teacher
TransTrack
Multiple-Object Tracking with Transformer
deep-high-resolution-net.pytorch
The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"
lxmert
PyTorch code for EMNLP 2019 paper "LXMERT: Learning Cross-Modality Encoder Representations from Transformers".
pytorch-faster-rcnn
pytorch1.0 updated. Support cpu test and demo. (Use detectron2, it's a masterpiece)
Towards-Realtime-MOT
Joint Detection and Embedding for fast multi-object tracking
Awesome-Crowd-Counting
Awesome Crowd Counting
FairMOT
A simple baseline for one-shot multi-object tracking
OpenPCDet
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
detr
End-to-End Object Detection with Transformers
CenterTrack
Simultaneous object detection and tracking using center points.
info-ground
Learning phrase grounding from captioned images through InfoNCE bound on mutual information
STAR
Code for "Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction"
monoloco
[ICCV 2019] Official implementation of "MonoLoco: Monocular 3D Pedestrian Localization and Uncertainty Estimation" in PyTorch + Social Distancing
STGAT
STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction
BERT-NER-Pytorch
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
MultiGrounding
This is the repo for Multi-level textual grounding
TubeTK
Official implementation of paper: TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training Model (CVPR 2020 oral)
ucas_courses
all courses' homework
GLaDOS
status of GLaDOS
tracking_wo_bnw
Implementation of "Tracking without bells and whistles” and the multi-object tracking "Tracktor"
mot_neural_solver
Official PyTorch implementation of "Learning a Neural Solver for Multiple Object Tracking".
CloserLookFewShot
source code to ICLR'19, 'A Closer Look at Few-shot Classification'
second.pytorch
PointPillars for KITTI object detection
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
multi-object-tracking-paper-list
Paper list and source code for multi-object-tracking