keras-vision 0.6.3

Building Vision models in Keras3 for framework-agnostic training and inference.

Porting all models from everywhere to Keras to leverage multi-backend support.

Cause why not?🤷🏻‍♂️

Table of Contents

• Table of Contents
  • Progress
  • Updates
  • Quick Setup
    • Stable PyPi Package
    • OR
    • Latest Git Updates
  • Models Supported

Progress

• Working on adding MobileNet V4

Updates

1. [2025-03-12] Finished adding FastViT image classification model by Apple added. The model weights are available at url.
2. [2025-02-22] Working (v1) FastViT classification code added.
3. [2024-06-24] Released MobileViT v2 - All Image Classification variants.
4. [2024-05-15] Fixed MobileViT v1 - Now works will all 3 backends. 🎉🎉
5. [2024-05-04] Converted MobileViT to Keras 3 and released weights of all 3 variants.
   1. Jax backend currently not working, I'm working on a fix.
   2. Release: https://github.com/veb-101/keras-vision/releases/tag/v0.4

Quick Setup

Stable PyPi Package

pip install -U keras-vision

OR

Latest Git Updates

pip install git+https://github.com/veb-101/keras-vision.git

Models Supported

# No.	Models	Paper	Additional Materials	Example notebook	Weights URL
1	MobileViT-V1	MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer	Blogpost: Building MobileViT In Keras 3	Colab link	🤗
2	MobileViT-V2	Separable Self-attention for Mobile Vision Transformers	--	Colab link	🤗
2	FastViT	FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization	--	Colab link	🤗