Dataset Versions
Versions
2023-10-18 7:40am
v10
· a year ago
2023-10-18 7:25am
v9
· a year ago
2023-10-11 7:12pm
v8
· a year ago
2023-10-10 7:57pm
v7
· a year ago
2023-10-10 1:48pm
v6
· a year ago
2023-10-09 2:21pm
v5
· a year ago
2023-09-27 5:46pm
v4
· a year ago
2023-09-27 1:01am
v2
· a year ago
2023-09-27 12:34am
v1
· a year ago
v4
2023-09-27 5:46pm
Generated on Sep 27, 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.
324889 Total Images
View All Images
Dataset Split
Train Set 90%
293456Images
Valid Set 6%
20950Images
Test Set 3%
10483Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 4
Rotation: Between -15° and +15°
Saturation: Between -43% and +43%
Exposure: Between -23% and +23%
Mosaic: Applied
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical