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ode-medmnist-pathology
LlewellynSystemsInc/ode-medmnist-pathology
ode-medmnist-pathology is a image classification model from LlewellynSystemsInc. Use it when you need a label for an image. The card lists the license as apache-2.0.
By Llewellyn Systems Inc | Part of ODE Science
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Updated Apr 25, 2026
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At a glance
- Task
- Image Classification
- License
- apache-2.0
- Access
- Public
- Created
- Apr 25, 2026
- Updated
- Apr 25, 2026
- SHA
- 72aa63f5
Datasets
Model card
From the Hugging Face model README
ODE PathMNIST Classifier — Medical Pathology AI
By Llewellyn Systems Inc | Part of ODE Science
Model Description
ResNet18-based classifier for colorectal polyp histology images. 9-class classification on PathMNIST benchmark.
Performance
- 95.96% validation accuracy on PathMNIST (9 classes, ~100K images)
- Trained on NVIDIA Tesla T4 GPU
- ResNet18 backbone with custom classification head
Classes
- Adipose | 2. Background | 3. Debris | 4. Lymphocytes | 5. Mucus
- Smooth Muscle | 7. Normal Colon Mucosa | 8. Cancer Stroma | 9. Colorectal Adenocarcinoma
About ODE Science
AI-powered scientific research platform featuring molecular modeling, medical imaging, protein analysis, and quantum computing.
- Task
- Image Classification
- License
- apache-2.0
- Created
- Apr 25, 2026
- Updated
- Apr 25, 2026