Finetuned Indian Food Open - source Model: Accurately Achieving 93.3% Accuracy in Indian Food Image Classification

Finetuned Indian Food

Developed by rajistics

This is a fine-tuned Indian food image classification model based on Google's ViT model, achieving an accuracy of 93.3%.

Image Classification

Transformers

Open Source License:Apache-2.0 #Indian Food Recognition #High-precision Classification #ViT Fine-tuning

Downloads 141

Release Time : 7/15/2022

Model Overview

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the indian_food_images dataset, specifically designed for Indian food image classification tasks.

Model Features

High Accuracy

Achieves 93.3% accuracy on Indian food image classification tasks.

Based on ViT Architecture

Uses the Vision Transformer (ViT) base architecture, suitable for image processing tasks.

Fine-tuned

Fine-tuned on a specific Indian food dataset.

Model Capabilities

Indian Food Image Classification

Multi-category Image Recognition

Use Cases

Food Industry

Automatic Menu Classification

Used by restaurants to automatically identify and classify uploaded food images.

Accurately identifies common Indian food categories.

Food Quality Inspection

Helps food quality control teams quickly classify food images.

Education and Research

Cultural Studies

Used to study the differences in food culture across different regions of India.

Property	Details
Model Type	Fine - tuned version of google/vit-base-patch16-224-in21k
Training Data	indian_food_images dataset
Metrics	Accuracy: 0.9330499468650372 on the train split

Training Loss	Epoch	Step	Validation Loss	Accuracy
1.1794	0.3	100	0.9208	0.8565
0.6513	0.6	200	0.5410	0.8842
0.5904	0.9	300	0.4978	0.8799
0.4461	1.2	400	0.3669	0.9192
0.5633	1.5	500	0.4340	0.8842
0.2489	1.8	600	0.3355	0.9171
0.3171	2.1	700	0.3286	0.9192
0.3785	2.4	800	0.3232	0.9171
0.2278	2.7	900	0.3338	0.9192
0.0894	3.0	1000	0.2870	0.9245
0.2092	3.3	1100	0.2884	0.9288
0.1466	3.6	1200	0.2673	0.9320
0.1789	3.9	1300	0.2632	0.9330

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base

English 简体中文繁體中文にほんご

Finetuned Indian Food

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 finetuned-indian-food

📚 Documentation

Model Information

Model Performance

Intended Uses & Limitations

Training and Evaluation Data

🔧 Technical Details

Training procedure

Training hyperparameters

Training results

Framework versions

📄 License

🎨 Widget Examples