Dataset Versions
Versions
ckt_components_10-417 images-
v9
· 3 years ago
CKT_COMPONENTS_10-467- 2022-04-05 1:11pm
v8
· 3 years ago
ckt_components_10-417 images-
v7
· 3 years ago
circuit_component_class10-415-
v6
· 3 years ago
circuit_image_10_components-358 images-
v5
· 3 years ago
circuit_component_class10_230_v2
v4
· 3 years ago
circuit component_class10_230
v3
· 3 years ago
ckt_component_10-191-
v2
· 3 years ago
circuit_components_10
v1
· 3 years ago
v9
ckt_components_10-417 images-
Generated on Apr 7, 2022
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TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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1193 Total Images
View All Images
Dataset Split
Train Set 91%
1089Images
Valid Set 4%
50Images
Test Set 5%
54Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%