FloWIMG

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bottle

Object Detection

bottle Image Dataset

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Versions
2024-01-17 3:28pm
v19
Jan 17, 2024
2024-01-10 9:57pm
v18
Jan 10, 2024
2024-01-10 9:43pm
v17
Jan 10, 2024
2024-01-09 4:31pm
v16
Jan 9, 2024
2023-08-31 11:01am
v15
Aug 31, 2023
2023-08-31 10:19am
v14
Aug 31, 2023
2023-03-22 8:12pm
v13
Mar 22, 2023
2023-01-23 10:12pm
v12
Jan 23, 2023
2023-01-23 9:07pm
v11
Jan 23, 2023
2023-01-23 8:55pm
v10
Jan 23, 2023
2023-01-16 7:05pm
v9
Jan 16, 2023
2023-01-12 3:08pm
v8
Jan 12, 2023
2023-01-12 3:05pm
v7
Jan 12, 2023
2023-01-02 10:55pm
v6
Jan 2, 2023
2022-12-28 7:46pm
v5
Dec 28, 2022
2022-12-28 7:27pm
v4
Dec 28, 2022
2022-12-28 4:58pm
v3
Dec 28, 2022
2022-12-28 1:41pm
v2
Dec 28, 2022
2022-12-28 1:29pm
v1
Dec 28, 2022
v8

2023-01-12 3:08pm

Generated on Jan 12, 2023
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1603 Total Images

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Dataset Split

Train Set 94%
1503Images
Valid Set 3%
50Images
Test Set 3%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 20% of images
Hue: Between -65° and +65°
Saturation: Between -20% and +20%
Brightness: Between 0% and +20%
Blur: Up to 2px
Noise: Up to 1% of pixels
Mosaic: Applied