Dataset Versions
Versions
2024-05-10 12:19am
v20
· 7 months ago
2024-05-10 12:08am
v19
· 7 months ago
2024-05-09 11:52pm
v18
· 7 months ago
2024-05-09 11:50pm
v17
· 7 months ago
2024-05-09 11:25pm
v16
· 7 months ago
2024-05-09 11:18pm
v15
· 7 months ago
2024-05-09 11:11pm
v14
· 7 months ago
2024-05-09 10:41pm
v13
· 7 months ago
2024-05-09 10:19pm
v12
· 7 months ago
2024-05-09 10:10pm
v11
· 7 months ago
2024-05-09 9:46pm
v10
· 7 months ago
2024-05-09 9:21pm
v9
· 7 months ago
2024-05-01 6:34pm
v8
· 7 months ago
2024-05-01 6:01pm
v7
· 7 months ago
2024-05-01 5:39pm
v6
· 7 months ago
2024-05-01 5:23pm
v5
· 7 months ago
2024-05-01 4:31pm
v4
· 7 months ago
rotate90-onlycounterandclock
v3
· 7 months ago
Actinic Keratosis-rotate-90
v2
· 7 months ago
Actinic Keratosis-Flip
v1
· 7 months ago
v17
2024-05-09 11:50pm
Generated on May 9, 2024
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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Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical