Popular GitHub Repositories for Pedestrian Trajectories

A selection of state-of-the-art research materials on trajectory prediction

? A curated list of Tiny Object Detection papers and related resources.

Monocular, One-stage, Regression of Multiple 3D People and their 3D positions & trajectories in camera & global coordinates. ROMP[ICCV21], BEV[CVPR22], TRACE[CVPR2023]

? The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!

BoT-SORT: Robust Associations Multi-Pedestrian Tracking

Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.

[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021

Code for "Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction" CVPR 2020

Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"

A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"

ParticleSfM: Exploiting Dense Point Trajectories for Localizing Moving Cameras in the Wild. ECCV 2022.

a collection of computer vision projects&tools. 计算机视觉方向项目和工具集合。

Official implementation for the paper "Model-based Diffusion for Trajectory Optimization". Model-based diffusion (MBD) is a novel diffusion-based trajectory optimization framework that employs a dynamics model to run the reverse denoising process to generate high-quality trajectories.

Simple model to Track and Re-identify individuals in different cameras/videos.(Yolov3 & Yolov4)

Repo of "GoalFlow: Goal-Driven Flow Matching for Multimodal Trajectories Generation in End-to-End Autonomous Driving"

The code of the Object Counting API, implemented with the YOLO algorithm and with the SORT algorithm

Annotation data for JAAD (Joint Attention in Autonomous Driving) Dataset

Deep learning based object tracking with line crossing and area intrusion detection

[OpenPAR] An open-source framework for Pedestrian Attribute Recognition, based on PyTorch

SARL*: Deep RL based human-aware navigation for mobile robot in crowded indoor environments implemented in ROS.