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Autotrain Pneumo V3 3180589690
A
Autotrain Pneumo V3 3180589690
Developed by ashutoshmondal
This is a binary classification model trained via AutoTrain for detecting pneumonia-related medical images.
Downloads 37
Release Time : 1/31/2023
Model Overview
This model is specifically designed for medical image classification tasks, capable of accurately identifying pneumonia-related image features.
Model Features
High Accuracy
Achieves 96.4% accuracy on the validation set
Low-Emission Training
Training process produces only 3.4 grams of CO2 equivalent emissions
Comprehensive Evaluation Metrics
Provides multi-dimensional evaluations including accuracy, precision, recall, AUC, and F1 score
Model Capabilities
Medical Image Classification
Pneumonia Detection
Binary Classification
Use Cases
Medical Diagnosis
Chest X-ray Analysis
Used for classifying chest X-rays to assist in pneumonia diagnosis
96.4% accuracy
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