Automotive QC · Surface Inspection
Paint uniformity inspection
Drop one or more case ZIPs. Stage 1 classifies paint color (Red / Silver / Gunmetalic), Stage 2 predicts Uniform vs Non-uniform with a Grad-CAM heatmap. Ground truth is parsed from the filename when present.
Input
No cases selected
Naming convention
When ground-truth is encoded in the filename it'll be picked up automatically and matched against predictions:
{id}_{uniform | non_uniform}_{red | silver | gunmetalic}.zip
Pipeline
Stage 1 · ColorKeras CNN · 128² RGB
Stage 2 · UniformityPer-color Keras · 8-frame stack
ExplainerGrad-CAM on last conv
Awaiting input
No batch yet
Upload one or more ZIP files. Each ZIP contains case folders with 8 sequential frames. Per-case results — verdict, color, confidence, Grad-CAM — will populate below.
Cases
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Uniform
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Non-uniform
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Accuracy
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Cases