Dataset Versions
Versions
2024-06-11 4:20pm
v14
· 6 months ago
2024-06-10 7:45pm
v13
· 6 months ago
2024-06-10 7:44pm
v12
· 6 months ago
2024-06-10 7:43pm
v11
· 6 months ago
2024-06-09 5:58pm
v10
· 6 months ago
2024-06-07 10:19pm
v9
· 6 months ago
2024-06-03 10:20am
v8
· 6 months ago
2024-05-30 12:29pm
v7
· 6 months ago
2024-05-30 12:19pm
v6
· 6 months ago
2024-05-30 12:18pm
v5
· 6 months ago
2024-05-30 12:11pm
v4
· 6 months ago
2024-05-30 11:53am
v3
· 6 months ago
2024-05-30 11:40am
v2
· 6 months ago
2024-05-30 11:23am
v1
· 6 months ago
v8
2024-06-03 10:20am
Generated on Jun 3, 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
Choose another format.
2135 Total Images
View All Images
Dataset Split
Train Set 89%
1905Images
Valid Set 8%
172Images
Test Set 3%
58Images
Preprocessing
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels