Dataset Versions
Versions
Raw-HiRes-No Augmentation-ScratchInit -- 20220622
v5
· 2 years ago
Raw-HiRes-Augmented-v1Init -- 20220622
v4
· 2 years ago
Raw-Augmented-ScratchInit -- 20220622
v3
· 2 years ago
Raw-HiRes-No Augmentation-v1Init -- 20220621
v2
· 2 years ago
Raw-No Augmentation-ScratchInit -- 20220621
v1
· 2 years ago
v4
Raw-HiRes-Augmented-v1Init -- 20220622
Generated on Jun 22, 2022
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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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2280 Total Images
View All Images
Dataset Split
Train Set 87%
1993Images
Valid Set 8%
188Images
Test Set 4%
99Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1024x576
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between 0% and +50%