Dataset Versions
Versions
2022-04-27 7:59pm
v13
· 3 years ago
2022-04-27 7:33pm
v12
· 3 years ago
2022-04-27 6:42pm
v11
· 3 years ago
2022-04-27 6:00pm
v10
· 3 years ago
2022-04-26 10:39am
v9
· 3 years ago
2022-04-25 11:31am
v8
· 3 years ago
2022-04-22 9:22pm
v7
· 3 years ago
2022-04-22 9:07pm
v6
· 3 years ago
2022-04-22 8:16pm
v5
· 3 years ago
2022-04-22 6:43pm
v4
· 3 years ago
2022-04-21 3:57pm
v3
· 3 years ago
2022-04-12 2:15pm
v2
· 3 years ago
2022-04-12 9:46am
v1
· 3 years ago
v13
2022-04-27 7:59pm
Generated on Apr 27, 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.
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1402 Total Images
View All Images
Dataset Split
Train Set 92%
1290Images
Valid Set 4%
57Images
Test Set 4%
55Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±6° Horizontal, ±6° Vertical
Saturation: Between -7% and +7%
Brightness: Between -15% and +15%
Exposure: Between -7% and +7%
Blur: Up to 0.25px
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -5° and +5°