Dataset Versions
Versions
2024-08-30 6:46am
v9
· 4 months ago
2024-08-30 6:40am
v8
· 4 months ago
2024-04-17 3:35am
v7
· 8 months ago
2024-04-11 9:01pm
v6
· 8 months ago
2024-04-11 2:19am
v5
· 8 months ago
2024-04-10 5:00pm
v4
· 8 months ago
2024-04-09 6:10pm
v3
· 8 months ago
2024-04-09 5:27pm
v2
· 8 months ago
2024-04-09 2:48am
v1
· 8 months ago
v9
2024-08-30 6:46am
Generated on Aug 30, 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.
14909 Total Images
View All Images
Dataset Split
Train Set 87%
12922Images
Valid Set 10%
1479Images
Test Set 3%
508Images
Preprocessing
Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 2
Grayscale: Apply to 5% of images
Hue: Between -9° and +9°
Saturation: Between -6% and +6%
Brightness: Between -18% and +18%
Blur: Up to 1.2px
Noise: Up to 1.25% of pixels