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ResNet-medmnist – AI Model by V4ldeLund | AlphaNeural AI
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ResNet-medmnist
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microsoft/resnet-18
finetune
apache-2.0
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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
