Mary LI's repositories
iNaturalist2019
This is a fine-grain classification task based on https://www.kaggle.com/c/inaturalist-2019-fgvc6/overview
PTB-TIR_Evaluation_toolkit
This is a thermal infrared pedestrian tracking benchmark.
Realtime-Action-Recognition
Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)
awesome-human-pose-estimation
A collection of awesome resources in Human Pose estimation.
deep_sort_pytorch
MOT tracking using deepsort and yolov3 with pytorch
deep_sort_yolov3_pytorch
Add attention blocks such as cbam, se. Add deep sort, sort and some tracking algorithm using opencv
DeepMG
Learning to Generate Maps from Trajectories (AAAI'20)
dense_flow
Tools to extract dense optical flow from videos, based on OpenCV
ehpi_action_recognition
Simple yet efficient real-time pose based action recognition
Fisheries_Monitoring
This is a classification task for The Nature Conservancy Fisheries Monitoring Competition at https://www.kaggle.com/c/the-nature-conservancy-fisheries-monitoring/
generatedTIR_tracking
Synthetic data generation for end-to-end TIR tracking (TIP2018)
hand_digits
This project intend to summarise different machine learning approaches of solving hand-digit recognition problems as a demo for more complex problems.
image_triplet_loss
Image similarity using Triplet Loss
imgaug
Image augmentation for machine learning experiments.
MarysBlog
Mary Li's personal blog
mmaction
An open-source toolbox for action understanding based on PyTorch
mmskeleton
A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.
multi-object-tracking-paper-list
Paper list and source code for multi-object-tracking
Object-Detection-and-Tracking
YOLO & RCNN Object Detection and Multi-Object Tracking
OIDv4_ToolKit
Download and visualize single or multiple classes from the huge Open Images v4 dataset
openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
R-C3D.pytorch
R-C3D pytorch implementation
Real-Time-Action-Recognition
Real-time pose estimation and action recognition
Segmentation_Mask_RCNN
This repository was originally folked from https://github.com/matterport/Mask_RCNN. I added leaf segmentation module.
Towards-Realtime-MOT
Joint Detection and Embedding for fast multi-object tracking
Vehicle_ReID
This is an implementation of RepNet for vehicle ReID problem based on https://arxiv.org/abs/1708.02386
voc2007_for_yolo_torch
prepare dataset for voc https://github.com/ultralytics/yolov3
vot-toolkit
Visual Object Tracking (VOT) challenge evaluation toolkit