Dataset Versions
Versions
2024-07-09 5:28pm
v13
· 5 months ago
RAW
v12
· 5 months ago
2024-07-08 7:01am
v11
· 5 months ago
2024-07-07 4:56am
v10
· 5 months ago
2024-07-06 11-54pm v5
v8
· 5 months ago
2024-07-06 8-03pm v8
v7
· 5 months ago
2024-07-06 6-32pm v5
v6
· 5 months ago
2024-07-06 6-29pm v8
v5
· 5 months ago
2024-07-06 5:34pm
v4
· 5 months ago
2024-07-06 5-18pm v5
v3
· 5 months ago
2024-07-06 4-11pm v8
v2
· 5 months ago
2024-07-06 4:09pm
v1
· 5 months ago
v13
2024-07-09 5:28pm
Generated on Jul 9, 2024
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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1338 Total Images
View All Images
Dataset Split
Train Set 88%
1173Images
Valid Set 8%
110Images
Test Set 4%
55Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 1.45% of pixels