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Autotrain Dogs And Cats 1527055142
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Autotrain Dogs And Cats 1527055142

Developed by omarques
A binary classification model trained with AutoTrain, capable of accurately distinguishing between images of cats and dogs
Image Classification
Transformers
#Pet Image Classification#High Accuracy Recognition#Binary Classification
Downloads 34
Release Time : 9/21/2022

Model Overview

This is a vision classification model trained on the AutoTrain platform, specifically designed to differentiate between images of cats and dogs. The model performs exceptionally well on the validation set, achieving perfect scores of 1.0 across all metrics.

Model Features

High Accuracy
Achieved 100% accuracy, precision, recall, and F1 score on the validation set
Eco-Friendly Training
Training process emitted only 0.8187 grams of CO2, classified as low-emission training
Automatic Optimization
Automatically optimized model parameters and architecture via the AutoTrain platform

Model Capabilities

Image Classification
Cat-Dog Recognition
Binary Classification

Use Cases

Pet Identification
Pet Photo Classification
Automatically identifies whether a photo contains a cat or a dog
100% accuracy
Content Moderation
Pet-Related Content Filtering
Identifies and categorizes pet-related content on social media platforms
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