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Autotrain Histopathological Image Classification 3393093035
A
Autotrain Histopathological Image Classification 3393093035
Developed by JoffreyMa
This is a multi-class image classification model trained via AutoTrain, specifically designed for histopathological image analysis.
Downloads 17
Release Time : 2/10/2023
Model Overview
The model can accurately classify histopathological images, suitable for medical research and diagnostic assistance.
Model Features
High Accuracy
Achieved 93.3% accuracy on validation set
Balanced Performance
Macro F1 score of 0.931, indicating balanced performance across different categories
Eco-friendly Training
Training process generated only 4.01 grams of CO2 emissions
Model Capabilities
Histopathological image classification
Multi-class medical image recognition
Use Cases
Medical Diagnosis
Pathological Slide Classification
Automatically classify different types of histopathological slides
93.3% accuracy
Medical Research
Disease Feature Identification
Assist researchers in identifying and classifying disease features
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