Dataset Versions
Versions
2022-10-10 5:43pm
v13
· 2 years ago
2022-10-10 5:43pm
v12
· 2 years ago
2022-10-10 5:42pm
v11
· 2 years ago
2022-10-09 6:18pm
v10
· 2 years ago
2022-10-09 4:08pm
v9
· 2 years ago
2022-10-09 1:02pm
v8
· 2 years ago
2022-10-09 12:57pm
v7
· 2 years ago
2022-10-09 11:14am
v6
· 2 years ago
2022-10-09 4:22am
v5
· 2 years ago
2022-10-09 2:02am
v4
· 2 years ago
2022-10-09 1:20am
v3
· 2 years ago
2022-10-09 12:18am
v2
· 2 years ago
2022-10-09 12:11am
v1
· 2 years ago
v13
2022-10-10 5:43pm
Generated on Oct 10, 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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197 Total Images
View All Images
Dataset Split
Train Set 97%
192Images
Valid Set %
0Images
Test Set 3%
5Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 24% Maximum Zoom
Rotation: Between -28° and +28°
Shear: ±25° Horizontal, ±20° Vertical
Grayscale: Apply to 30% of images
Hue: Between -112° and +112°
Saturation: Between -77% and +77%
Brightness: Between -22% and +22%
Exposure: Between -22% and +22%
Blur: Up to 1.5px
Noise: Up to 2% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical