Seasons Of Code
Traffic congestion modelling and rendering • Debabrata Mandal
WnCC - Seasons of Code
Seasons of Code is a programme launched by WnCC along the lines of the Google Summer of Code. It provides one with an opprtunity to learn and participate in a variety of interesting projects under the mentorship of the very best in our institute.
List of Running Projects
- Browser Based PDF manager
- Resume Script Generator
- Physicc : A Simple Physics Engine
- Image Colorization
- Language Model Based Syntax Autocompletion in a Text Editor
- Computer vision based web app
- Cribbit Cribbit (Open for PGs Only)
- Techster Texter
- Language Detection
- Book Tracker
- ResoBin - Not the bin we deserve but the bin we need!
- Moodify
- Agree to disagree
- Unscripted
- Watson (World's smartest assistant in your pocket)
- IITinder
- BriefKing
- Meta Learning - Learning to Learn
- Break free of the matrix, by building one!
- Procedurally Generated Infinite Open World
- Introduction to App Development
- PAC MAN
- Introduction to Web Development
- (Un)Clear
- Goal ICPC
- Traffic congestion modelling and rendering
- PyRated
- Tools for Data Science
- Machine Learning Based Metropolitan Air Pollution Estimation
- Audio controlled drone
- NLPlay with Transformers
- DIY FaceApp
- A Deep Dive into CNNs
- Competitive Coding
- Snake AI
- Facial Recognition App
- Gaming meets AI !!!
- R(ea)L Trader
- Computational Geometry
- Deep reinforcement learning - 2048 AI
- Reinforcement Learning to Finance
- Developing Hybrid ANN-Statistical Model for Robust Stock Market Prediction
- Si-Phy
- Astronomical Data-modelling and Interpretation
- Visual Perception for Self Driving Cars
- Convolutional Neural Networks and Applications
- Quantum Computing Algorithms
- Algorithm Visualizer
- Anime Club IITB Website using Django
- Machine Learning in Browser
Traffic congestion modelling and rendering
This is a continuation of the project “3D road network rendering” completed in the last SoC. The next aim is to build a traffic flow modelling tool and visualize the congestion at various parts of the road network.
More details can be found on the project’s repository - https://github.com/codejaeger/road-network-renderer
New objectives:
- Improve the traffic manager module to handle traffic better the intersections.
- Add a basic UI for simulation of traffic flows and visualize congested points.
- Increase the road network creation time from key points (requires some knowledge of graph algorithms)
Tentative Project Timeline
| Week Number | Tasks to be Completed |
|---|---|
| Week 1-2 | Get acquainted with the resources and existing code |
| Week 3 | Prepare a draft plan for the next 3 weeks |
| Week 4-6 | Work on the topics listed in order in the plan |