Sourabh Sharma's starred repositories

bleak

A cross platform Bluetooth Low Energy Client for Python using asyncio

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PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

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PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

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cutmix

a Ready-to-use PyTorch Extension of Unofficial CutMix Implementations with more improved performance.

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dolphinscheduler

Apache DolphinScheduler is the modern data orchestration platform. Agile to create high performance workflow with low-code

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detrex

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

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MaskDINO

[CVPR 2023] Official implementation of the paper "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"

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awesome-visual-question-answering

A curated list of Visual Question Answering(VQA)(Image/Video Question Answering),Visual Question Generation ,Visual Dialog ,Visual Commonsense Reasoning and related area.

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LaViLa

Code release for "Learning Video Representations from Large Language Models"

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EVA

EVA Series: Visual Representation Fantasies from BAAI

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lovely-tensors

Tensors, for human consumption

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torchscale

Foundation Architecture for (M)LLMs

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DiffusionDet

[ICCV2023 Best Paper Finalist] PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)

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efficient-descriptors

:rocket::rocket: Revisiting Binary Local Image Description for Resource Limited Devices

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DPT

Dense Prediction Transformers

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pytorch_cutmix

A PyTorch implementation of CutMix

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torcheval

A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to facilitate metric computation in distributed training and tools for PyTorch model evaluations.

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XPretrain

Multi-modality pre-training

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ruff

An extremely fast Python linter and code formatter, written in Rust.

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pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

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playwright

Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.

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G-Universal-CLIP

4th place solution for the Google Universal Image Embedding Kaggle Challenge. Instance-Level Recognition workshop at ECCV 2022

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kernl

Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

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imagenetx

understanding model mistakes with human annotations

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self_supervised

Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.

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vits-for-small-scale-datasets

[BMVC 2022] Official repository for "How to Train Vision Transformer on Small-scale Datasets?"

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feast

The Open Source Feature Store for Machine Learning

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open_clip

An open source implementation of CLIP.

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vector-search

The definitive guide to using Vector Search to solve your semantic search production workload needs.

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