shreshthsaini's repositories

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.

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academic-kickstart

📝 Easily create a beautiful website using Academic, Hugo, and Netlify

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DDNM

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

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FovVideoVDP

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

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HDR-Shorts_Buffer_Videos

Samples video for MTURK

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HIDRO-VQA

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

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HIDRO-VQA-DATA

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

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Inverse_Problems_CSE_393P

Assignments for Computational and Variational Methods for Inverse Problems

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Linear-Autoregressive-Similarity-Index

Code for "The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric"

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mlops-course

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

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PaperBot---Chat-with-Arxiv-Papers

Simple Chatbot and UI based on h2o-wave and langhain.

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shreshthsaini

Config files for my GitHub profile.

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VRT

VRT: A Video Restoration Transformer (official repository)

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P.910

Crowdsourced implementation of P.910

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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.

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UBR-UnBiased-and-Robust-Recidivism-Prediction

Using classical and ML tools to feature engineering to build explainable and robust model for unbiased Recidivism Prediction

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vmaf

Perceptual video quality assessment based on multi-method fusion.

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YT_Search_Down

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

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Zero-DA

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

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