RoadSafety Image Dataset
Versions
2023-12-14 11:21am
v18
· 7 months ago
2023-12-03 6:14am
v17
· 7 months ago
2023-12-03 6:13am
v16
· 7 months ago
2023-12-03 6:10am
v15
· 7 months ago
2023-11-30 12:48pm
v14
· 7 months ago
2023-11-28 1:14pm
v13
· 7 months ago
2023-10-31 5:58pm
v12
· 8 months ago
2023-10-31 5:56pm
v11
· 8 months ago
2023-10-31 3:55pm
v10
· 8 months ago
2023-10-31 3:44pm
v9
· 8 months ago
2023-10-31 3:43pm
v8
· 8 months ago
2023-10-31 3:41pm
v7
· 8 months ago
2023-10-31 3:40pm
v6
· 8 months ago
v7
2023-10-31 3:41pm
Generated on Oct 31, 2023
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1323 Total Images
View All Images
Dataset Split
Train Set 100%
1323Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels
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