Dataset Versions
Versions
2023-03-22 - Black Edges - Rotated v2
v10
· 2 years ago
2023-03-22 - Black Edges - Saturation
v9
· 2 years ago
2023-03-22 - Isolated Objects
v8
· 2 years ago
2023-03-22 - Black Edges - Grey Scale
v7
· 2 years ago
2023-03-22 - Black Edges - Brightness
v6
· 2 years ago
2023-03-22 - Black Edges - Cropped
v5
· 2 years ago
2023-03-22 - Black Edges - Rotated
v4
· 2 years ago
2023-03-22 Stretched - Blurred
v3
· 2 years ago
2023-03-22 Stretched - Cropped
v2
· 2 years ago
2023-03-22 - Stretched - Rotated
v1
· 2 years ago
v8
2023-03-22 - Isolated Objects
Generated on Mar 22, 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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2536 Total Images
View All Images
Dataset Split
Train Set 91%
2318Images
Valid Set 7%
167Images
Test Set 2%
51Images
Preprocessing
Isolate Objects: Applied
Resize: Fit (black edges) in 1280x1280
Augmentations
Outputs per training example: 3
Rotation: Between -45° and +45°