My Awesome Food Model
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My Awesome Food Model
Developed by jinkasreedhar
Food classification model fine-tuned on the food101 dataset based on Google's ViT model
Downloads 16
Release Time : 3/2/2023
Model Overview
This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the food101 dataset, primarily used for food image classification tasks.
Model Features
Based on ViT Architecture
Utilizes Vision Transformer (ViT) architecture with powerful image feature extraction capabilities
Specialized for Food Classification
Fine-tuned on the food101 dataset, optimized specifically for classifying 101 categories of food images
Efficient Training
Implements techniques like gradient accumulation for efficient training with limited resources
Model Capabilities
Food Image Classification
Image Feature Extraction
Use Cases
Catering Industry
Menu Auto-Recognition
Automatically identifies and classifies photos of dishes taken by users
Health Management
Diet Record Analysis
Helps users automatically record and analyze daily dietary habits
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