FasterViT and MaxViT

FasterViT

Established

MaxViT

Emerging

Maintenance 2/25

Adoption 10/25

Maturity 25/25

Community 17/25

Maintenance 0/25

Adoption 10/25

Maturity 16/25

Community 14/25

Stars: 907

Forks: 69

Downloads: —

Commits (30d): 0

Language: Python

License: —

Stars: 164

Forks: 18

Downloads: —

Commits (30d): 0

Language: Python

License: MIT

Stale 6m

Stale 6m No Package No Dependents

About FasterViT

NVlabs/FasterViT

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

This project provides pre-trained models and code for fast and accurate image analysis. It takes raw image data as input and produces classifications (like what's in the image) or detects specific objects within the image. This is for machine learning engineers or researchers who need to build high-performance computer vision systems.

computer-vision image-classification object-detection deep-learning AI-model-development

About MaxViT

ChristophReich1996/MaxViT

PyTorch reimplementation of the paper "MaxViT: Multi-Axis Vision Transformer" [ECCV 2022].

This project offers a pre-configured architecture for computer vision tasks, specifically for image classification. It takes image data as input and outputs classifications. This tool is for machine learning engineers and researchers who are building and experimenting with advanced deep learning models for image analysis.

deep-learning image-classification computer-vision model-building pytorch

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