Photo Type Classification Image Dataset

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Versions
armv8-cpu-deploy-test
v8
Mar 8, 2023
TEST-Resize640_augmented15x
v7
Dec 7, 2022
Resize640_augmented15x
v6
Nov 17, 2022
test2-newClassificationVisualization
v5
Jun 23, 2022
test
v4
May 10, 2022
2022-01-29 1:34pm
v3
Jan 29, 2022
raw-images_originalUploads
v2
Jan 29, 2022
augmented-v1
v1
Jan 29, 2022

augmented-v1

Version 1
Generated Jan 29, 2022

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Images

1080 images
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Train / Test Split

Training Set

97
1.1k
images

Validation Set

2
20
images

Testing Set

1
10
images
Preprocessing
Auto-Orient: Applied
Resize: Fill (with center crop) in 416x416
Augmentations
Outputs per training example: 15
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
Details
Version Name: augmented-v1
Version ID: 1
Generated: Jan 29, 2022
Annotation Group: photos