Dashboard
Current state of the DermaScan machine-learning pipeline.
Dataset Images
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Training Runs
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Predictions Served
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Deployed Model
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Last Training Run
No training runs yet.
Dataset Manager
Upload verified lesion images per class. HAM10000 taxonomy, 7 classes.
Upload Images
Sync From Folder
Got a lot of images (e.g. the full HAM10000 set)? Skip the upload form —
copy them straight into data/dataset/<class_label>/ on
disk, then click below to register everything new.
Class Distribution
| Class | Label | Images |
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Training
Manual retraining workflow — configure hyperparameters and start a run.
Start Training
Base architecture: EfficientNetB0 · Input 224×224
Training History
| Run | Status | Epochs | Val Acc | Val Loss | Started |
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Models & Deployment
Exported model versions. Deploy one to make it live for the Flutter Prediction API.
| Model | Val Acc | Created | Status |
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