Dataset Versions
Versions
2024-03-21 1:00am
v12
· 9 months ago
2024-02-23 5:21pm
v10
· 10 months ago
augmented 512x512
v9
· 10 months ago
augmented 1250x1250
v8
· 10 months ago
kaggle 1250x1250 yolov8 txt
v7
· a year ago
kaggle 512x512 yolov8 txt
v6
· a year ago
kaggle V1 CSV
v5
· a year ago
2023-12-20 1:31am
v4
· a year ago
2023-12-14 3:12am
v3
· a year ago
v9
augmented 512x512
Generated on Feb 21, 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.
5044 Total Images
View All Images
Dataset Split
Train Set 88%
4416Images
Valid Set 8%
420Images
Test Set 4%
208Images
Preprocessing
Resize: Stretch to 512x512
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -21° and +21°
Hue: Between -10° and +10°
Saturation: Between -35% and +35%
Blur: Up to 2px
Noise: Up to 3.03% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Blur: Up to 2.5px