Dataset Versions
Versions
2023-08-17 10:57pm
v24
· a year ago
2023-07-28 8:56pm
v23
· a year ago
2023-07-28 5:00pm
v22
· a year ago
2023-07-28 4:13pm
v21
· a year ago
2023-07-27 3:00pm
v19
· a year ago
2023-07-27 12:10am
v17
· a year ago
2023-07-26 6:29pm
v16
· a year ago
2023-07-26 2:21pm
v9
· a year ago
2023-07-26 2:17pm
v8
· a year ago
2023-07-26 10:37am
v5
· a year ago
2023-07-26 12:18am
v4
· a year ago
2023-07-26 12:06am
v3
· a year ago
2023-07-23 5:53pm
v2
· a year ago
2023-07-17 1:44am
v1
· a year ago
v4
2023-07-26 12:18am
Generated on Jul 25, 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.
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3393 Total Images
View All Images
Dataset Split
Train Set 83%
2814Images
Valid Set 11%
385Images
Test Set 6%
194Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 55% Maximum Zoom
Rotation: Between -20° and +20°
Brightness: Between -40% and +40%
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Brightness: Between -30% and +30%