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photo-type-classification/3
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Photo Type Classification
Classification
Overview
Images
268
Dataset
8
Model
7
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
armv8-cpu-deploy-test
v8
·
2 years ago
TEST-Resize640_augmented15x
v7
·
2 years ago
Resize640_augmented15x
v6
·
2 years ago
test2-newClassificationVisualization
v5
·
3 years ago
test
v4
·
3 years ago
2022-01-29 1:34pm
v3
·
3 years ago
raw-images_originalUploads
v2
·
3 years ago
augmented-v1
v1
·
3 years ago
v3
2022-01-29 1:34pm
Generated on Jan 29, 2022
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Dataset
2886
Total Images
View All Images
Dataset Split
Train Set
97%
2805
Images
Valid Set
2%
54
Images
Test Set
1%
27
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Fill (with center crop) in 416x416
Augmentations
Outputs per training example:
15
Flip:
Horizontal
90° Rotate:
Clockwise, Counter-Clockwise, Upside Down
Rotation:
Between -5° and +5°
Grayscale:
Apply to 5% of images
Hue:
Between -10° and +10°
Exposure:
Between -10% and +10%
Blur:
Up to 1px
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