programindz/lora-vit-finetuning

Fine-Tuning Google's Vision Transformer LoRA technique. Two different LoRA adapters are tuned for separate classification (food and human actions). A simple Gradio interface is implemented to run the inference.

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Experimental

This project helps classify images into categories like food items or human actions. You provide an image, and it tells you what food it is or what action a person in the image is performing. This tool is useful for anyone who needs to quickly categorize a large number of images based on their content, like a content moderator or data annotator.

No commits in the last 6 months.

Use this if you need a quick way to identify food items or human actions within images using pre-trained AI models.

Not ideal if you need to classify images into categories other than food or human actions without further customization.

image-classification content-moderation data-annotation food-recognition activity-detection
No License Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 4 / 25
Maturity 8 / 25
Community 0 / 25

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Last pushed

Jul 31, 2024

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