Dataset Versions
Versions
2024-08-18 12:56pm
v14
· 4 months ago
2023-12-07 11:31pm
v13
· a year ago
2023-12-06 2:27am
v12
· a year ago
2023-12-06 2:27am
v11
· a year ago
2023-12-05 12:05am
v10
· a year ago
2023-12-04 7:23pm
v9
· a year ago
2023-12-04 4:56pm
v8
· a year ago
2023-12-04 1:56pm
v7
· a year ago
2023-12-04 12:30am
v6
· a year ago
2023-12-03 10:07pm
v5
· a year ago
2023-12-03 9:34pm
v4
· a year ago
2023-12-03 8:41pm
v3
· a year ago
2023-12-03 6:59pm
v2
· a year ago
2023-12-03 6:28pm
v1
· a year ago
v12
2023-12-06 2:27am
Generated on Dec 6, 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.
9957 Total Images
View All Images
Dataset Split
Train Set 87%
8682Images
Valid Set 8%
845Images
Test Set 4%
430Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Saturation: Between -50% and +50%
Bounding Box: Crop: 0% Minimum Zoom, 50% Maximum Zoom
Bounding Box: Brightness: Between -30% and +30%
Bounding Box: Blur: Up to 6px
Bounding Box: Noise: Up to 5% of pixels