Dataset Versions
Versions
2024-03-27 11:21am
v20
· 8 months ago
2024-03-27 10:44am
v19
· 8 months ago
2024-03-27 10:16am
v18
· 8 months ago
2024-03-25 9:45pm
v17
· 8 months ago
2024-03-25 9:37pm
v16
· 8 months ago
2024-03-25 8:10pm
v15
· 8 months ago
2024-03-25 6:19pm
v14
· 8 months ago
2024-03-25 6:02pm
v13
· 8 months ago
2024-03-25 5:53pm
v12
· 8 months ago
2024-03-25 5:48pm
v11
· 8 months ago
2024-03-23 1:21am
v10
· 8 months ago
2024-03-23 12:20am
v9
· 8 months ago
2024-03-23 12:16am
v8
· 8 months ago
2024-03-22 10:56pm
v7
· 8 months ago
2024-03-22 10:51pm
v6
· 8 months ago
2024-03-22 10:47pm
v5
· 8 months ago
2024-03-22 10:46pm
v4
· 8 months ago
2024-03-22 10:10pm
v3
· 8 months ago
2024-03-22 10-06pm
v2
· 8 months ago
2024-03-22 8:41pm
v1
· 8 months ago
v11
2024-03-25 5:48pm
Generated on Mar 25, 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.
6772 Total Images
View All Images
Dataset Split
Train Set 88%
5928Images
Valid Set 8%
568Images
Test Set 4%
276Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
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
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