Dataset Versions
Versions
2024-11-10 5:26pm
v11
· a month ago
2024-11-10 4:46pm
v10
· a month ago
2024-09-23 10:29pm
v9
· 3 months ago
2024-09-18 5:59pm
v8
· 3 months ago
2024-09-18 5:24pm
v7
· 3 months ago
2024-09-17 8:28pm
v6
· 3 months ago
2024-09-17 7:36pm
v5
· 3 months ago
2024-09-16 6:42pm
v4
· 3 months ago
2024-09-16 6:22pm
v3
· 3 months ago
2024-09-16 2:16pm
v2
· 3 months ago
2024-09-16 1:01pm
v1
· 3 months ago
v10
2024-11-10 4:46pm
Generated on Nov 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.
8036 Total Images
View All Images
Dataset Split
Train Set 98%
7840Images
Valid Set 2%
196Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 150x150
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -13° and +13°
Saturation: Between -25% and +25%
Brightness: Between -10% and +10%
Exposure: Between -4% and +4%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels