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traffic light and sign detect

Object Detection

traffic light and sign detect Image Dataset

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Versions
2024-06-08 7:37pm
v33
·
20 days ago
2024-06-08 3:32pm
v32
·
21 days ago
2024-06-04 2:59pm
v30
·
25 days ago
2024-06-04 1-46pm 200 epoch 32 batch farkli augmentation
v27
·
25 days ago
2024-06-04 1:35pm
v26
·
25 days ago
2024-06-04 12-34pm 150 epoch 32 batch no horizontal
v23
·
25 days ago
2024-06-04 10:35am
v22
·
25 days ago
2024-05-28 11-32am 150 epoch 32 batch
v20
·
a month ago
2024-05-27 3-51pm 150 epoch 16 batch
v19
·
a month ago
2024-05-27 3:06pm
v18
·
a month ago
2024-05-26 2:19pm
v12
·
a month ago
2024-05-26 1:25pm
v5
·
a month ago
2024-05-26 10:14am
v3
·
a month ago
2024-05-25 7:30pm
v2
·
a month ago
v27

2024-06-04 1-46pm 200 epoch 32 batch farkli augmentation

Generated on Jun 4, 2024
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1809 Total Images

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Dataset Split

Train Set 69%
1257Images
Valid Set 15%
275Images
Test Set 15%
277Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 15% of images
Brightness: Between -20% and +20%