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shreshthsaini's Projects

ddnm icon ddnm

[ICLR 2023, Notable-Top-25%] Official PyTorch implementation for the paper "Zero Shot Image Restoration Using Denoising Diffusion Null-Space Model"

fovvideovdp icon fovvideovdp

FovVideoVDP: A visible difference predictor for wide field-of-view video

hidro-vqa icon hidro-vqa

Official Implementation of WACV 2024 Paper "HIDRO-VQA : High Dynamic Range Oracle for Video Quality Assessment"

hidro-vqa-data icon hidro-vqa-data

General pipeline for Data Collection, Preparation, and Processing for HIRDO-VQA

mlops-course icon mlops-course

A project-based course on the foundations of MLOps to responsibly develop, deploy and maintain ML.

p.910 icon p.910

Crowdsourced implementation of P.910

q-bench icon q-bench

[GPT-4V+16 Open Source Models@Oct 30] A benchmark for multi-modality LLMs (MLLMs) on low-level vision and visual quality assessment.

sr-ddpm icon sr-ddpm

Denoising diffusion probabilistic model for low level vision task. Developing a novel DM for super resolution task; later to be extended for general vision tasks such as deblurring, dehazing, rain drop removal, inpainting, etc.

vmaf icon vmaf

Perceptual video quality assessment based on multi-method fusion.

vrt icon vrt

VRT: A Video Restoration Transformer (official repository)

yt_search_down icon yt_search_down

Search YouTube using a provided CSV file of keywords and download the returned list of videos

zero-da icon zero-da

Zero-shot Diffusion Model for Video Animation (Zero-DA)

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