Accident RnD Image Dataset
Versions
2023-12-23 6:13am
v22
Dec 22, 2023
2023-12-23 6:12am
v21
Dec 22, 2023
2023-12-23 5:33am
v20
Dec 22, 2023
2023-12-23 3:28am
v19
Dec 22, 2023
2023-12-23 3:27am
v18
Dec 22, 2023
2023-12-23 3:26am
v17
Dec 22, 2023
2023-12-23 3:25am
v16
Dec 22, 2023
2023-12-23 3:24am
v15
Dec 22, 2023
2023-12-23 3:23am
v14
Dec 22, 2023
2023-12-23 3:21am
v13
Dec 22, 2023
2023-12-23 3:20am
v12
Dec 22, 2023
2023-12-23 2:26am
v11
Dec 22, 2023
2023-12-22 11:37pm
v10
Dec 22, 2023
2023-12-22 11:35pm
v9
Dec 22, 2023
2023-12-22 11:34pm
v8
Dec 22, 2023
2023-12-22 11:28pm
v7
Dec 22, 2023
2023-12-22 11:25pm
v6
Dec 22, 2023
2023-12-22 11:21pm
v5
Dec 22, 2023
Balance - Augment
v4
Dec 13, 2023
Balance 276-252
v3
Dec 13, 2023
Only Accident -Augment-
v2
Dec 13, 2023
Only Accident Test -No Augment-
v1
Dec 13, 2023
v22
2023-12-23 6:13am
Generated on Dec 22, 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.
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 20% of images
Hue: Between -40° and +40°
Saturation: Between -70% and +70%
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
Similar Projects
car-accident
556 images
accident
2639 images
car-accident
673 images
car-person-bike
2629 images
car-bike-person
2629 images