자율주행과 V2X통신을 활용한 스쿨존 안전 사고 예방 Image Dataset
Versions!
2023-07-03 4:50pm
v8
· a year ago
2818
2023-07-03 3:44pm
v7
· a year ago
2818
640x640
Stretch to
2023-07-03 3:15pm
v6
· a year ago
2818
640x640
Stretch to
2023-06-28 12:08am
v5
· a year ago
2598
640x640
Stretch to
2023-06-28 12:03am
v4
· a year ago
2598
640x640
Stretch to
2023-06-26 5:01pm
v3
· a year ago
755
640x640
Stretch to
2023-06-26 4:56pm
v2
· a year ago
506
640x640
Stretch to
2023-06-24 9-36pm
v1
· a year ago
506
Fast
COCO
v8
2023-07-03 4:50pm
Generated on Jul 3, 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.
Other Formats
Choose another format.
2818 Total Images
View All Images
Dataset Split
Train Set 87%
2457Images
Valid Set 8%
228Images
Test Set 5%
133Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
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
Cutout: 3 boxes with 10% size each
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