Dataset Versions
Versions
2023-05-25 11:55am
v12
· 2 years ago
2023-05-25 11:55am
v11
· 2 years ago
2023-05-25 11:55am
v10
· 2 years ago
2023-05-25 11:55am
v9
· 2 years ago
2023-05-25 11:55am
v8
· 2 years ago
2023-05-25 11:55am
v7
· 2 years ago
2023-05-25 11:55am
v6
· 2 years ago
2023-05-25 11:55am
v5
· 2 years ago
2023-05-25 11:55am
v4
· 2 years ago
2023-05-25 11:55am
v3
· 2 years ago
2023-05-25 10:36am
v2
· 2 years ago
2023-05-21 2:52am
v1
· 2 years ago
v12
2023-05-25 11:55am
Generated on May 25, 2023
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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1387 Total Images
View All Images
Dataset Split
Train Set 93%
1287Images
Valid Set 7%
99Images
Test Set 0%
1Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 1080x720
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 9% Maximum Zoom
Saturation: Between -10% and +10%
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Noise: Up to 1% of pixels