Souvik Maji's Projects
This repo contains annotated research papers that I found really good and useful
Deep learning, Reinforcement learning, Imitation learning and Robots
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.
CSL2020 Data Structures and Algorithms Lab
Langchain + Docker + Neo4j + Ollama
A Full Stack AI Application capable of Image, Video, Music & Code Generation along with Chatbot functionalities
CSL2050 - Pattern Recognition and Machine Learning Lab
Convert soccer event stream data to SPADL and value player actions using VAEP or xT
Finetune Llama 3, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory