Dataset Versions
Versions
2024-04-02 4:55pm
v11
· 9 months ago
2024-04-02 10:59am
v10
· 9 months ago
2024-04-02 10:57am
v9
· 9 months ago
2024-03-28 12:18pm
v8
· 9 months ago
2024-03-26 4:36pm
v7
· 9 months ago
2024-02-11 2:04pm
v6
· a year ago
2024-02-11 1:47pm
v5
· a year ago
2024-01-22 2:11pm
v2
· a year ago
2024-01-22 1:51pm
v1
· a year ago
v9
2024-04-02 10:57am
Generated on Apr 2, 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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2356 Total Images
View All Images
Dataset Split
Train Set 94%
2205Images
Valid Set 3%
81Images
Test Set 3%
70Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Cutout: 4 boxes with 20% size each
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical