feat(ml): implement v3.0 architecture with CBAM and calibrated inference

- Integrate Convolutional Block Attention Module (CBAM) for improved feature focus - Implement temperature scaling and confidence-based status reporting - Automate dataset acquisition using kagglehub - Update ONNX opset to 18 and refine preprocessing validation
2026-06-12 15:24:49 +00:00
parent 43307a15a5
commit f9bd991bdf
10 changed files with 1756 additions and 3506 deletions
@@ -1,6 +1,7 @@
 tensorflow==2.19.0              # CPU + Colab; for local GPU, install tensorflow[and-cuda]
 tensorflowjs==4.22.0
 gdown                           # download dataset from Google Drive
+kagglehub                       # download dataset from Kaggle
 numpy
 matplotlib
 seaborn