Dataset Versions
Versions
2024-05-21 11:39am
v15
· 6 months ago
2024-05-21 11:30am
v14
· 6 months ago
2024-05-14 8:42am
v13
· 6 months ago
2024-05-14 8:33am
v12
· 6 months ago
2024-05-12 12:57am
v11
· 6 months ago
2024-05-11 10:19pm
v10
· 6 months ago
2024-05-11 10:19pm
v9
· 6 months ago
2024-05-11 10:14pm
v8
· 6 months ago
2024-05-11 10:09pm
v7
· 6 months ago
2024-05-11 12:15am
v6
· 7 months ago
2024-05-10 3:57pm
v4
· 7 months ago
v4
2024-05-10 3:57pm
Generated on May 10, 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.
4532 Total Images
View All Images
Dataset Split
Train Set 51%
2298Images
Valid Set 24%
1081Images
Test Set 25%
1153Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Modify Classes: 2 remapped, 1 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 2
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels