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Ma Dinghui's Projects

astar icon astar

a star algorithm in 20240108

bytetrack icon bytetrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

clifstraffic3 icon clifstraffic3

Contrastive Language-Image Forensic Search allows free text searching through videos using OpenAI's machine learning model CLIP

clip4traffic0 icon clip4traffic0

An official implementation for "CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval"

clip_traj icon clip_traj

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

clipberttraffic1 icon clipberttraffic1

[CVPR 2021 Best Student Paper Honorable Mention, Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning on image-text and video-text tasks.

motrv2 icon motrv2

MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors

paddledetectiontraj icon paddledetectiontraj

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

trajectoryclustering icon trajectoryclustering

This application written in Python is capable of fully automatic clustering of 2D trajectory data.

transformer_mvdetr icon transformer_mvdetr

[ACM MM 2021] Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)

vehicle-counter icon vehicle-counter

Vehicle Counting model that automatically detects the Region of Interest and Driving Trajectory. Uses YOLOv4 for object detection, DeepSORT for object tracking, k-means for clustering different tracks, and a final algorithm to generate the representative paths for each cluster. Under review LXAI Workshop at ICML 2021.

yolov5 icon yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

yolov7-ma icon yolov7-ma

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

yols icon yols

You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery

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