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Arduino Simplified

Classification

Arduino Simplified Image Dataset

Try Pre-Trained Model
Versions
ResNet
v4
Apr 21, 2022
RealCameraUsed
v2
Apr 19, 2022
TestingMethod
v1
Mar 25, 2022
v4

ResNet

Generated on Apr 21, 2022
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296 Total Images

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Dataset Split

Train Set 87%
258Images
Valid Set 8%
24Images
Test Set 5%
14Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Rotation: Between -25° and +25°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -5% and +5%