Dataset Versions
Versions
2023-05-27 6:46pm
v16
· a year ago
2023-05-03 6:27pm
v15
· 2 years ago
Dataset Personas
v14
· 2 years ago
2023-04-09 2:01pm
v12
· 2 years ago
2023-03-31 12:32am
v9
· 2 years ago
2023-02-06 1:45pm
v6
· 2 years ago
2022-12-10 10:15pm
v4
· 2 years ago
2022-12-08 1:37am
v3
· 2 years ago
2022-12-07 2:48pm
v1
· 2 years ago
v14
Dataset Personas
Generated on Apr 15, 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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5483 Total Images
View All Images
Dataset Split
Train Set 80%
4407Images
Valid Set 20%
1076Images
Test Set %
0Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Exposure: Between -20% and +20%
Noise: Up to 8% of pixels