Dataset Versions
Versions
2025-01-03 11:32am
v16
· 6 days ago
2025-01-02 5:29pm
v15
· 6 days ago
2025-01-02 5:10pm
v14
· 6 days ago
2025-01-02 4:37pm
v13
· 6 days ago
2025-01-02 3:57pm
v12
· 6 days ago
2025-01-02 3:24pm
v11
· 6 days ago
2025-01-02 12:09pm
v10
· 6 days ago
2025-01-02 11:45am
v9
· 7 days ago
2024-12-31 10:57am
v8
· 9 days ago
2024-12-27 4:45pm
v7
· 12 days ago
2024-12-27 4:17pm
v6
· 12 days ago
2024-12-27 3:41pm
v5
· 12 days ago
v6
2024-12-27 4:17pm
Generated on Dec 27, 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.
35 Total Images
View All Images
Dataset Split
Train Set 51%
18Images
Valid Set 17%
6Images
Test Set 31%
11Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 27-67% Horizontal Region, 31-64% Vertical Region
Dynamic Crop: Class: pink
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Rotation: Between -20° and +20°
Shear: ±20° Horizontal, ±20° Vertical
Saturation: Between -30% and +30%
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 5px
Noise: Up to 0.5% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels