Autotrain-age3-2658279907 Open-source Image Classification Model - A Free Deployment Tool for General Object Recognition

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Autotrain Age3 2658279907

Developed by ivensamdh

This is a multi-class image classification model trained with AutoTrain, suitable for general object recognition tasks

Image Classification

Transformers

#Multi-class Image Classification #Medium Accuracy #AutoTrain Optimized

Downloads 20

Release Time : 12/29/2022

Model Overview

This model is trained using the AutoTrain framework and can classify input images, supporting multi-class classification tasks

Model Features

Automated Training

Automatically trained using the AutoTrain framework, simplifying the model development process

Multi-class Classification

Supports classification and recognition of multiple object categories

Medium Accuracy

Achieves 77% accuracy on the validation set, suitable for general application scenarios

Model Capabilities

Image Classification

Object Recognition

Multi-class Prediction

Use Cases

General Object Recognition

Animal Recognition

Identify animal species in images

Correctly identified a tiger in the example

Everyday Object Recognition

Identify household items and daily objects

Correctly identified a teapot in the example

Scene Recognition

Identify different types of scenes and environments

Correctly identified a palace in the example

Property	Details
Problem Type	Multi - class Classification
Model ID	2658279907
CO2 Emissions (in grams)	5.0658

Metric	Value
Loss	0.895
Accuracy	0.770
Macro F1	0.768
Micro F1	0.770
Weighted F1	0.768
Macro Precision	0.773
Micro Precision	0.770
Weighted Precision	0.773
Macro Recall	0.770
Micro Recall	0.770
Weighted Recall	0.770

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Autotrain Age3 2658279907

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 Model Trained Using AutoTrain

🚀 Quick Start

Widget Examples

📚 Documentation

Model Information

Validation Metrics