Autotrain ad_detection_ver_1-1395053127 Open-source Model - Free Deployment for Precise Ad Detection

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Autotrain Ad Detection Ver 1 1395053127

Developed by dhruv0808

This is a vision binary classification model trained with AutoTrain for ad detection tasks.

Image Classification

Transformers

#Ad Image Recognition #High Accuracy Classification #E-commerce Content Moderation

Downloads 73

Release Time : 9/9/2022

Model Overview

This model is primarily used for image classification tasks, especially suitable for ad detection scenarios. Optimized through auto-training technology, it achieves high accuracy and recall rates.

Model Features

High Accuracy

Achieves 94.1% accuracy on the validation set with excellent performance

Balanced Performance

Both precision and recall rates reach 94.7%, demonstrating good balance

Efficient Training

Uses AutoTrain technology for highly efficient training process

Model Capabilities

Image Classification

Ad Detection

Binary Classification Task Processing

Use Cases

Digital Marketing

Ad Content Recognition

Automatically identifies whether an image contains ad content

94.1% accuracy, 94.7% F1 score

Content Moderation

Prohibited Ad Detection

Detects prohibited ad content on platforms

Property	Details
Problem Type	Binary Classification
Model ID	1395053127
CO2 Emissions (grams)	0.0097

Metric	Value
Loss	0.178
Accuracy	0.941
Precision	0.947
Recall	0.947
AUC	0.974
F1	0.947

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Autotrain Ad Detection Ver 1 1395053127

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 Model Trained Using AutoTrain

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Datasets

Widget Examples

CO2 Emissions

Model Information

✨ Validation Metrics