Single X-Ray Analysis
Upload one chest X-ray — get disease classification, bounding box detection, and Grad-CAM heatmap
Upload X-Ray
🫁
Drop X-ray here or click to browse
PNG · JPG · Grayscale chest X-ray
Settings
Detection Threshold 0.50
Low = more sensitive · High = more precise
Analysis Results
🔬
Upload an X-ray and click Analyze
Batch Processing
Upload multiple X-rays at once — results table and CSV export
Upload X-Rays
📂
Drop multiple X-rays here
Select multiple images at once
Settings
Threshold 0.50
Model Dashboard
Milestone 3 training results — experiment comparison, augmentations, model specs
0.9213
Best AUC-ROC
+3.55%
AUC Improvement
0.0592
Best mAP@50
14
Disease Classes
Classification Experiments — AUC-ROC
Gray marker = M2 baseline (0.8858)
Detection Experiments — mAP@50
Gray marker = M2 baseline (0.0658) · Prec / Rec shown right
M3 Augmentations (Albumentations)
NEW KEPT DISABLED
Model Specifications
History
Analyses from this session
🕐
No analyses yet — upload an X-ray to get started