sushmanth reddy's Projects
LandSlide4Sense 2022 Baseline
Devolearn Lineage population model deployed in hugging face
LLM infrastructure for developers
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
A collection of infrastructure and tools for research in neural network interpretability.
The official repository for MedSAM: Segment Anything in Medical Images.
deployment of devolearn membrane segmentation model to hugging face
Off-the-shelf models for a variety of domains
a machine learning model for network intrusion detection using various ml algorithms
Devolearn model nucleus segmentor deployed in hugging face
Python module to interface with OpenML
π Accelerate training and inference of π€ Transformers and π€ Diffusers with easy to use hardware optimization tools
Task for long challenge of Freshers 2020 of amFOSS
Convolutional Neural Network-Based Instance Segmentation Algorithm to Acquire Quantitative Criteria of Early Mouse Development
Implemented vector embeddings on the dataset and store them in Qdrant a vector DB. Implemented LLM on the DB that can give contextual answers to the queries. Wraped this LLM as an API using FastAPI and streamlit frontend
s0mnaths GitHub profile README
website
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Segmentation models with pretrained backbones. PyTorch.