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ResNet-medmnist
V4ldeLund/ResNet-medmnist
ResNet-medmnist is a machine learning model from V4ldeLund. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
- Collection: MedMNIST , task: OrganAMNIST (multi-class, 11 organs). - Image format: grayscale, 28×28 resized to 224×224 via MedMNISTdataset. - Available samples: train 34,561; val 6,491; test 17,778. - Used for this…
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Updated Jan 20, 2026
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Jan 20, 2026
- Updated
- Jan 20, 2026
- SHA
- c87cfbe4
Base models
Model card
From the Hugging Face model README
ResNet model card (MedMNIST – OrganAMNIST)
Dataset
- Collection: MedMNIST , task: OrganAMNIST (multi-class, 11 organs).
- Image format: grayscale, 28×28 resized to 224×224 via
MedMNIST_dataset. - Available samples: train 34,561; val 6,491; test 17,778.
- Used for this run: random subset of 10,000 train images; full val set.
Training setup
- Architecture: ResNet18
- Epochs: 10
- Batch size: 64
- Optimizer: Adam (lr 0.001, weight_decay 0.0001)
- Num workers: 4
- Device: CUDA
- License
- apache-2.0
- Created
- Jan 20, 2026
- Updated
- Jan 20, 2026