my_awesome_food_model Open-Source Food Classification Model - Accurately Identify Various Delicious Foods in the Food101 Dataset

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.

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

Food Image Classification

Image Feature Extraction

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

Property	Details
Model Name	my_awesome_food_model
Model Type	Fine - tuned version of [google/vit - base - patch16 - 224 - in21k](https://huggingface.co/google/vit - base - patch16 - 224 - in21k)
Training Datasets	food101

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