Dataset Versions
Versions
320px
v10
· 8 months ago
1800px
v9
· 8 months ago
832-color augx3
v8
· 8 months ago
832-grayscale
v7
· 8 months ago
spatial aug-1024
v6
· 9 months ago
all1400
v5
· 9 months ago
2024-04-23 8:31pm
v4
· 9 months ago
allwithsev-832
v3
· 9 months ago
all-2class-1024
v2
· 9 months ago
all640
v1
· 9 months ago
v6
spatial aug-1024
Generated on Apr 24, 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.
Other Formats
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8567 Total Images
View All Images
Dataset Split
Train Set 92%
7898Images
Valid Set 4%
336Images
Test Set 4%
333Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1024x1024
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down