Dataset Versions
Versions
2022-08-17 1:00pm
v27
· 2 years ago
2022-08-16 11:05am
v26
· 2 years ago
highresolution
v19
· 2 years ago
PreprocessedAndAugmented
v18
· 2 years ago
2022-08-11 11:29am
v17
· 2 years ago
2022-08-11 11:29am
v16
· 2 years ago
2022-08-11 11:29am
v15
· 2 years ago
2022-08-11 11:29am
v14
· 2 years ago
2022-08-11 11:29am
v13
· 2 years ago
2022-08-11 11:29am
v12
· 2 years ago
Dataset-Preprocess-Augmentation
v11
· 2 years ago
2022-08-09 10:01am
v5
· 2 years ago
2022-08-09 4:33pm
v3
· 2 years ago
2022-08-09 4:08pm
v2
· 2 years ago
2022-08-09 10:42am
v1
· 2 years ago
v11
Dataset-Preprocess-Augmentation
Generated on Aug 11, 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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6250 Total Images
View All Images
Dataset Split
Train Set 89%
5568Images
Valid Set 7%
427Images
Test Set 4%
255Images
Preprocessing
Isolate Objects: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 34% of images
Noise: Up to 1% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Exposure: Between -10% and +10%