Dataset Versions
Versions
2023-12-23 6:13am
v22
· a year ago
2023-12-23 6:12am
v21
· a year ago
2023-12-23 5:33am
v20
· a year ago
2023-12-23 3:28am
v19
· a year ago
2023-12-23 3:27am
v18
· a year ago
2023-12-23 3:26am
v17
· a year ago
2023-12-23 3:25am
v16
· a year ago
2023-12-23 3:24am
v15
· a year ago
2023-12-23 3:23am
v14
· a year ago
2023-12-23 3:21am
v13
· a year ago
2023-12-23 3:20am
v12
· a year ago
2023-12-23 2:26am
v11
· a year ago
2023-12-22 11:37pm
v10
· a year ago
2023-12-22 11:35pm
v9
· a year ago
2023-12-22 11:34pm
v8
· a year ago
2023-12-22 11:28pm
v7
· a year ago
2023-12-22 11:25pm
v6
· a year ago
2023-12-22 11:21pm
v5
· a year ago
Balance - Augment
v4
· a year ago
Balance 276-252
v3
· a year ago
Only Accident -Augment-
v2
· a year ago
Only Accident Test -No Augment-
v1
· a year ago
v13
2023-12-23 3:21am
Generated on Dec 22, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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.
999 Total Images
View All Images
Dataset Split
Train Set 90%
900Images
Valid Set 6%
62Images
Test Set 4%
37Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 10% of images
Hue: Between -40° and +40°
Saturation: Between -50% and +50%
Brightness: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 3% of pixels
Mosaic: Applied
Bounding Box: Blur: Up to 1.5px