Autotrain-encyclopaedia-illustrations-blog-post-3327992159 Open-source Image Classification Model

Home

Autotrain Encyclopaedia Illustrations Blog Post 3327992159

Developed by davanstrien

Binary classification model trained with AutoTrain for image classification tasks

Image Classification

Transformers

#High-precision image classification #Encyclopedia illustration recognition #Binary visual classification

Downloads 16

Release Time : 2/7/2023

Model Overview

This vision classification model is trained on the davanstrien/autotrain-data-encyclopaedia-illustrations-blog-post dataset, excelling at recognizing specific image categories.

Model Features

High accuracy

Achieves 99.2% accuracy on the validation set

Low-emission training

Training process produced only 4.6 grams of CO2 equivalent emissions

Efficient binary classification

Optimized for binary classification tasks with F1 score reaching 0.996

Model Capabilities

Image classification

Binary classification

Visual recognition

Use Cases

Image recognition

Encyclopedia illustration classification

Identify and classify specific types of illustrations in encyclopedias

High-accuracy recognition

Content moderation

Automatically identify and classify specific types of image content

Property	Details
Tags	autotrain, vision, image - classification
Datasets	davanstrien/autotrain - data - encyclopaedia - illustrations - blog - post
Problem type	Binary Classification
Model ID	3327992159
CO2 Emissions (in grams)	4.6084

Metric	Value
Loss	0.040
Accuracy	0.992
Precision	0.994
Recall	0.998
AUC	0.993
F1	0.996

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

Autotrain Encyclopaedia Illustrations Blog Post 3327992159

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 Model Trained Using AutoTrain

🚀 Quick Start

Widget Examples

Metadata

📚 Documentation

Validation Metrics