Dataset Versions
Versions
2024-04-26 12:47pm
v13
· 8 months ago
2024-03-13 3:45pm
v12
· 9 months ago
2024-02-02 2:26pm
v11
· a year ago
2024-02-02 2:04pm
v10
· a year ago
2024-02-02 1:55pm
v9
· a year ago
2024-02-02 1:44pm
v8
· a year ago
2024-02-02 1:09pm
v7
· a year ago
2024-02-01 2:10pm
v6
· a year ago
2024-01-26 8:59am
v5
· a year ago
2024-01-25 3:16pm
v4
· a year ago
2024-01-25 2:54pm
v3
· a year ago
2024-01-25 2:41pm
v2
· a year ago
2024-01-24 4:28pm
v1
· a year ago
v13
2024-04-26 12:47pm
Generated on Apr 26, 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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1634 Total Images
View All Images
Dataset Split
Train Set 89%
1455Images
Valid Set 8%
132Images
Test Set 3%
47Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Rotation: Between -5° and +5°
Shear: ±5° Horizontal, ±5° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.3% of pixels