Dataset Versions

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Versions
2024-11-28 7:58pm
v18
·
a month ago
2024-11-24 8:23pm
v17
·
a month ago
2024-09-19 1:32pm
v16
·
3 months ago
2024-09-03 3:24pm
v15
·
4 months ago
2024-08-29 3:40pm
v14
·
4 months ago
2024-08-21 7:58am
v13
·
4 months ago
2024-08-21 6:10am
v12
·
4 months ago
Resize 640x640
v10
·
4 months ago
Resize 255x255
v8
·
4 months ago
Training with Roboflow -Using checkpoint V6-
v7
·
4 months ago
Training using Train with Roboflow
v6
·
4 months ago
Resize - 256x256
v5
·
4 months ago
Training with random weights- Resize-416x416-
v4
·
4 months ago
Checkpoint To Use -3 - NoResize
v3
·
4 months ago
Checkpoint To Use -2 - Resize - 255x255
v2
·
4 months ago
Checkpoint To Use -1
v1
·
5 months ago
v14

2024-08-29 3:40pm

Generated on Aug 29, 2024
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2334 Total Images

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Dataset Split

Train Set 88%
2043Images
Valid Set 8%
195Images
Test Set 4%
96Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require at least 75% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.5% of pixels

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