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Pranav Koundinya's Projects

anomalib icon anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

api icon api

Making a Simple API Server

branch-demo icon branch-demo

A simple repository to explain branches and merge conflicts

fastmri icon fastmri

A large-scale dataset of both raw MRI measurements and clinical MRI images.

image-denoising icon image-denoising

The standard approach to image reconstruction using deep learning is to use clean image priors for training purposes. In this project, we attempt to achieve denoising without using a clean image prior and yet, achieving a performance comparable to, or sometimes, even better than that obtained using the conventional approach.

julia icon julia

The Julia Programming Language

lane-detection icon lane-detection

Creating a real-time lane detector for self-driving cars: IEEE Envision 2022-23 Project

noise2noise icon noise2noise

An unofficial and partial Keras implementation of "Noise2Noise: Learning Image Restoration without Clean Data"

vipcup2023_olives icon vipcup2023_olives

This repository provides starter code and recommendations for starting the VIP CUP 2023 competition.

voltaml icon voltaml

⚡VoltaML is a lightweight library to convert and run your ML/DL deep learning models in high performance inference runtimes like TensorRT, TorchScript, ONNX and TVM.

wuerstchen icon wuerstchen

Official implementation of Würstchen: Efficient Pretraining of Text-to-Image Models

yolov7 icon yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

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