dataset_traffic_signs Image Dataset
Versions!
2021-12-07 1:00am
v7
· 3 years ago
4525
2021-12-07 12:57am
v6
· 3 years ago
1743
2021-12-06 4:44am
v5
· 3 years ago
1229
2021-11-13 1:40am
v4
· 3 years ago
3484
2021-11-13 1:33am
v3
· 3 years ago
3484
416x416
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2021-10-20 2:27am
v2
· 3 years ago
3371
416x416
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2021-10-20 2:13am
v1
· 3 years ago
1297
416x416
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v7
2021-12-07 1:00am
Generated on Dec 7, 2021
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
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TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
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).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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4525 Total Images
View All Images
Dataset Split
Train Set 92%
4173Images
Valid Set 6%
268Images
Test Set 2%
84Images
Preprocessing
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -19° and +19°
Shear: ±7° Horizontal, ±5° Vertical
Brightness: Between -25% and +25%
Blur: Up to 1.25px
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