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cancer-type-classification
Abdulhaque/cancer-type-classification
cancer-type-classification is a machine learning model from Abdulhaque. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for keras.
- Architecture: ConvNeXt-Base - Task: 5-class Cancer Type Classification - Input: 224x224x3 histopathology images
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At a glance
- Library
- keras
- Access
- Public
- Created
- Jul 5, 2026
- Updated
- Jul 5, 2026
- SHA
- 908a00d9
Model card
From the Hugging Face model README
Cancer Type Classification Model
Model Info
- Architecture: ConvNeXt-Base
- Task: 5-class Cancer Type Classification
- Input: 224x224x3 histopathology images
Classes
- 0: Lung Adenocarcinoma
- 1: Lung Squamous Cell Carcinoma
- 2: Colon Adenocarcinoma
- 3: Lung Normal
- 4: Colon Normal
Performance
| Metric | Value |
|---|---|
| Val Accuracy | 94.19% |
| Test Accuracy | 94.0% |
| Val AUC | 0.9942 |
Usage
import tensorflow as tf
model = tf.keras.models.load_model('best_model_ft.keras')
- Library
- keras
- Created
- Jul 5, 2026
- Updated
- Jul 5, 2026