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Aditya Arun's starred repositories

super-gradients

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Language:Jupyter NotebookApache-2.0452800

ImageBind

ImageBind One Embedding Space to Bind Them All

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X-Decoder

[CVPR 2023] Official Implementation of X-Decoder for generalized decoding for pixel, image and language

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img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

Language:PythonMIT360100

InternImage

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

Language:PythonMIT248000

Segment-Everything-Everywhere-All-At-Once

[NeurIPS 2023] Official implementation of the paper "Segment Everything Everywhere All at Once"

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faiss_tips

Some useful tips for faiss

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viper

Code for the paper "ViperGPT: Visual Inference via Python Execution for Reasoning"

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salt

Segment Anything Labelling Tool

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segment-anything

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.

Language:Jupyter NotebookApache-2.04673000

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Language:PythonMIT16656700

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

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GLIGEN

Open-Set Grounded Text-to-Image Generation

Language:PythonMIT197200

CVinW_Readings

A collection of papers on the topic of ``Computer Vision in the Wild (CVinW)''

114900

waymo-open-dataset

Waymo Open Dataset

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UNINEXT

[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval

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ODISE

Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]

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ToCo

[CVPR 2023] Token Contrast for Weakly-Supervised Semantic Segmentation

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critique-apps

Apps built using Inspired Cognition's Critique.

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awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

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Pseudo-Q

[CVPR 2022] Pseudo-Q: Generating Pseudo Language Queries for Visual Grounding

Language:PythonApache-2.014200

composer

Official implementation of "Composer: Creative and Controllable Image Synthesis with Composable Conditions"

MIT153500

Weighted-Boxes-Fusion

Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.

Language:PythonMIT171700

LaMPP

Code for LaMPP: Language Models as Probabilistic Priors for Perception and Action

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Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

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OV-DETR

[Under preparation] Code repo for "Open-Vocabulary DETR with Conditional Matching" (ECCV 2022)

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Promptify

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

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From-0-to-Research-Scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

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pixel

Research code for pixel-based encoders of language (PIXEL)

Language:PythonApache-2.032900

OneFormer

OneFormer: One Transformer to Rule Universal Image Segmentation, arxiv 2022 / CVPR 2023

Language:Jupyter NotebookMIT144100