Dataset Versions
Versions
2024-06-09 10:13pm
v12
· 5 months ago
2024-06-09 10:12pm
v11
· 5 months ago
2024-06-09 10:10pm
v10
· 5 months ago
2024-06-09 10:04pm
v9
· 5 months ago
2024-06-09 5:21pm
v8
· 5 months ago
2024-06-08 7:16pm
v7
· 5 months ago
2024-06-08 6:29pm
v6
· 5 months ago
2024-06-08 6:27pm
v5
· 5 months ago
2024-06-08 6:23pm
v4
· 5 months ago
2024-06-07 1:51am
v3
· 5 months ago
2024-06-05 11:32pm
v2
· 6 months ago
2024-06-05 11:31pm
v1
· 6 months ago
v12
2024-06-09 10:13pm
Generated on Jun 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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1030 Total Images
View All Images
Dataset Split
Train Set 86%
882Images
Valid Set 8%
80Images
Test Set 7%
68Images
Preprocessing
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require at least 57% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 14% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±7° Horizontal, ±7° Vertical