traffic light and sign detect Image Dataset
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
v12
2024-05-26 2:19pm
Generated on May 26, 2024
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
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TXT annotations and YAML config used with YOLOv5.
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COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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796 Total Images
View All Images
Dataset Split
Train Set 70%
556Images
Valid Set 15%
120Images
Test Set 15%
120Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 2
Brightness: Between -20% and +20%
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