Dataset Versions
Versions
2024-01-10 3-52pm 0.88mAP
v21
· a year ago
2024-01-02 0.889mAP
v20
· a year ago
2023-12-29 5:55pm
v19
· a year ago
2023-12-11 5-32pm 0.871mAP
v18
· a year ago
2023-12-11 11-27am 0.844mAP
v17
· a year ago
2023-12-10 9-38pm 0.805mAP
v16
· a year ago
2023-12-10 8-22pm 0.84bokchoy
v14
· a year ago
2023-12-09 11-35am 0.795 mAP
v11
· a year ago
2023-11-22 8-31pm 0.789 mAP
v9
· a year ago
2023-11-22 5-07pm 0.749 mAP
v8
· a year ago
2023-11-22 12:22pm
v7
· a year ago
2023-11-22 10-23am 0.69 mAP
v6
· a year ago
v14
2023-12-10 8-22pm 0.84bokchoy
Generated on Dec 10, 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
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1845 Total Images
View All Images
Dataset Split
Train Set 88%
1620Images
Valid Set 8%
147Images
Test Set 4%
78Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -26° and +26°
Shear: ±19° Horizontal, ±19° Vertical
Brightness: Between -32% and +32%
Exposure: Between -32% and +32%
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise