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Agent based simulation framework for validating planners in automated driving synthetic scenarios. This examples demonstrates overtake maneuver.
Code for model proposed in: Nachiket Deo and Mohan M. Trivedi,"Convolutional Social Pooling for Vehicle Trajectory Prediction." CVPRW, 2018
Simple Online Realtime Tracking with a Deep Association Metric
Deep Learning for Spatio-Temporal Data
Approach to extract motion paths (trajectories) of vehicles and pedestrians from videos (Multiple object detection & tracking)
Advanced multiple object tracker using dlib and OpenCV.
Simple visualization of NGSIM I-80 dataset
Detect and track vehicles on a video stream and count those going through a defined line.
《python数据分析与挖掘实战》的代码笔记
Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs
AI in action
Simple, online, and realtime tracking of multiple objects in a video sequence.
A huge challenge for autonomous vehicles(ACs) is to have a dataset that captures real-world multitudinous driving conditions. The currently available video datasets are not annotated & most of them aren't high resolution videos which is again an impediment for object detection. I am excited to solve this problem by annotating & generating photo-realistic synthetic video dataset for ACs using DeepLab, conditional GANs.
A python package for computing distance between 2D trajectories.
This application written in Python is capable of fully automatic clustering of 2D trajectory data.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.