Thesis Palma Romuel

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Thesis test 1

Object Detection

Thesis test 1 Image Dataset

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Versions
2023-07-30 6:13pm
v18
Jul 30, 2023
2023-07-30 3:23pm
v17
Jul 30, 2023
2023-07-28 11:09am
v16
Jul 28, 2023
2023-07-06 12:31pm
v15
Jul 6, 2023
No augmentation june 7
v14
Jun 7, 2023
Possible bestv1
v13
Jun 5, 2023
2023-06-04 8:48pm
v12
Jun 4, 2023
2023-06-04 5:58pm
v10
Jun 4, 2023
june 1 no augmentation
v7
Jun 1, 2023
june 1 with augmentation
v6
Jun 1, 2023
2023-05-30 6:08pm
v5
May 30, 2023
2023-05-30 4:32pm
v4
May 30, 2023
2023-05-30 11:47am
v3
May 30, 2023
2022-10-03 2:54am
v2
Oct 2, 2022
v18

2023-07-30 6:13pm

Generated on Jul 30, 2023
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1157 Total Images

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Dataset Split

Train Set 88%
1014Images
Valid Set 6%
72Images
Test Set 6%
71Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480
Modify Classes: 5 remapped, 7 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -17% and +17%
Blur: Up to 1.5px
Noise: Up to 1% of pixels