Siddharth Sharma's starred repositories
insightface
State-of-the-art 2D and 3D Face Analysis Project
recommenders
Best Practices on Recommendation Systems
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
awesome-zsh-plugins
A collection of ZSH frameworks, plugins, themes and tutorials.
CustomTkinter
A modern and customizable python UI-library based on Tkinter
video-retalking
[SIGGRAPH Asia 2022] VideoReTalking: Audio-based Lip Synchronization for Talking Head Video Editing In the Wild
super-gradients
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
python-cheatsheet
All-inclusive Python cheatsheet
ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
Data-Science-Projects
Collection of data science projects in Python
Practical-Machine-Learning
Practical machine learning notebook & articles covers the machine learning end to end life cycle.
redis-streams-fastapi-chat
A simple Redis Streams backed Chat app using Websockets, Asyncio and FastAPI/Starlette.
picking-route
Improve Warehouse Productivity using Order Batching
pickup-delivery-vrp
Naive branching implementation of a specific pick-up and delivery vehicle routing optimization problem.
Cannonball-Problem
An exploration of sphere stacking and packing.
mesh-sphere-packing
Mesh generator for producing tetrahedral meshes with periodic boundaries from packings of spheres.
3d-binary-packing-
3d irregular shapes binary packing /nesting using loose octtrees
Route-Optimization-for-place-pick-operation-in-warehouse
The repository contains my code for route optimization heuristics developed to solve the problem of routing for pick/place operations in a warehouse
applied-transformers
A playground-like experimental project to explore various transformer architectures from scratch.
cookiecutter-ml-fastapi-template
A Cookiecutter-based code structure template for a simple API to serve ML/DL models using FastAPI.