Dataset Versions

2023-08-04 8:44am

Generated on Aug 4, 2023

78 Total Images

$id_19_value_198_521.jpg Water-Meter-Index 'data': -{'x': 0-26721$ $id_25_value_328_484.jpg Water-Meter-Index 'data': -{'x': 0-23545$ $id_17_value_59_034.jpg Water-Meter-Index 'data': -{'x': 0-20709$ $id_21_value_447_676.jpg Water-Meter-Index 'data': -{'x': 0-2731$ $id_15_value_1271_072.jpg Water-Meter-Index 'data': -{'x': 0-26076$ $id_16_value_106_749.jpg Water-Meter-Index 'data': -{'x': 0-16132$ $id_1_value_13_116.jpg Water-Meter-Index 'data': -{'x': 0-40331$ $id_2_value_495_341.jpg Water-Meter-Index 'data': -{'x': 0-26521$ $id_5_value_100_533.jpg Water-Meter-Index 'data': -{'x': 0-32221$ $id_28_value_81_998.jpg Water-Meter-Index 'data': -{'x': 0-25257$ $id_27_value_140_738.jpg Water-Meter-Index 'data': -{'x': 0-3045$ $id_2_value_495_341.jpg Water-Meter-Index 'data': -{'x': 0-26521$

Dataset Split

Train Set 92%

72Images

Valid Set 4%

3Images

Test Set 4%

3Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Grayscale: Applied

Augmentations

Outputs per training example: 3

90° Rotate: Clockwise, Counter-Clockwise

Rotation: Between -45° and +45°

Shear: ±45° Horizontal, ±45° Vertical

Saturation: Between -99% and +99%

Brightness: Between -25% and +25%

Exposure: Between -25% and +25%

Blur: Up to 1px

Noise: Up to 3% of pixels

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