FasterViT and GCVit

FasterViT

Established

GCVit

Emerging

Maintenance 2/25

Adoption 10/25

Maturity 25/25

Community 17/25

Maintenance 0/25

Adoption 10/25

Maturity 16/25

Community 17/25

Stars: 907

Forks: 69

Downloads: —

Commits (30d): 0

Language: Python

License: —

Stars: 447

Forks: 49

Downloads: —

Commits (30d): 0

Language: Python

License: —

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 GCVit

NVlabs/GCVit

[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers

This project offers an advanced technique for accurately analyzing images, helping systems recognize objects and classify scenes more effectively. It takes raw image data as input and produces highly accurate categorizations and object locations. Data scientists and machine learning engineers who develop computer vision applications will find this beneficial for improving model performance.

computer-vision image-recognition object-detection machine-learning-engineering deep-learning

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