Dataset Versions
Versions
2024-12-04 12:30pm
v11
· 24 days ago
2024-11-05 8:59pm
v10
· 2 months ago
2024-11-05 1:46pm
v9
· 2 months ago
2024-11-05 1:45pm
v8
· 2 months ago
2024-11-04 7:23pm
v7
· 2 months ago
2024-11-04 10:14am
v6
· 2 months ago
2024-11-04 10:12am
v5
· 2 months ago
2024-10-31 1:51pm
v4
· 2 months ago
2024-10-29 12:10pm
v3
· 2 months ago
2024-10-29 10:36am
v2
· 2 months ago
2024-10-29 9:52am
v1
· 2 months ago
v4
2024-10-31 1:51pm
Generated on Oct 31, 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.
3763 Total Images
View All Images
Dataset Split
Train Set 86%
3228Images
Valid Set 9%
356Images
Test Set 5%
179Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Dynamic Crop: Class: +
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -27° and +27°
Hue: Between -40° and +40°
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 1.8px
Noise: Up to 10% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Noise: Up to 2.67% of pixels