Dataset Versions
Versions
2022-12-09 7:09am
v16
· 2 years ago
2022-11-08 4:11pm
v15
· 2 years ago
2022-11-08 12:14pm
v14
· 2 years ago
2022-09-28 4:26pm
v13
· 2 years ago
2022-09-01 3:35pm
v11
· 2 years ago
No Aug
v10
· 2 years ago
2022-08-25 8:45am
v8
· 2 years ago
2022-08-24 6:11pm
v7
· 2 years ago
2022-08-24 6:00pm
v6
· 2 years ago
2022-08-24 5:32pm
v4
· 2 years ago
v16
2022-12-09 7:09am
Generated on Dec 9, 2022
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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12649 Total Images
View All Images
Dataset Split
Train Set 92%
11583Images
Valid Set 8%
1043Images
Test Set 0%
23Images
Preprocessing
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Grayscale: Apply to 17% of images
Hue: Between -43° and +43°
Saturation: Between -86% and +86%
Brightness: Between -51% and +51%
Exposure: Between -50% and +50%
Blur: Up to 6px
Cutout: 4 boxes with 10% size each
Mosaic: Applied