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
v10

Resize 640x640

Generated on Aug 14, 2024
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2276 Total Images

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Dataset Split

Train Set 88%
1992Images
Valid Set 8%
190Images
Test Set 4%
94Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require at least 60% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -13° and +13°
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.25% of pixels

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