Dataset Versions
Versions
2023-03-16 11:20pm
v26
· 2 years ago
2023-03-16 12:15am
v25
· 2 years ago
2023-03-16 12:01am
v24
· 2 years ago
2023-03-15 10:56pm
v23
· 2 years ago
2023-03-15 10:32pm
v22
· 2 years ago
2023-03-15 9:33pm
v21
· 2 years ago
2023-03-13 9:34pm
v20
· 2 years ago
2023-03-13 12:34am
v19
· 2 years ago
2023-03-12 11:56pm
v18
· 2 years ago
2023-03-12 11:29pm
v17
· 2 years ago
2023-03-12 9:36pm
v16
· 2 years ago
2023-03-12 2:06am
v5
· 2 years ago
2023-03-10 12:13am
v4
· 2 years ago
2023-01-31 11:33pm
v3
· 2 years ago
2023-01-29 9:44pm
v2
· 2 years ago
v24
2023-03-16 12:01am
Generated on Mar 15, 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.
Other Formats
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1682 Total Images
View All Images
Dataset Split
Train Set 86%
1452Images
Valid Set 8%
142Images
Test Set 5%
88Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -28° and +28°
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°