Dataset Versions
Versions
2024-08-01 7:06am
v16
· 4 months ago
2024-04-18 12:58am
v15
· 8 months ago
2024-04-16 11:55pm
v14
· 8 months ago
2024-04-15 5:20am
v13
· 8 months ago
2024-04-11 12:24am
v12
· 8 months ago
2024-03-19 11:30am
v11
· 8 months ago
2024-03-16 1:23am
v10
· 9 months ago
2024-03-07 4:43am
v9
· 9 months ago
2024-03-02 12:55am
v8
· 9 months ago
2024-02-29 5:00am
v7
· 9 months ago
2024-02-29 4:49am
v6
· 9 months ago
2024-02-28 6:07am
v5
· 9 months ago
2024-02-28 4:53am
v4
· 9 months ago
2024-02-27 12:20pm
v3
· 9 months ago
2024-02-21 5:04am
v2
· 9 months ago
2024-02-20 6:14am
v1
· 9 months ago
v4
2024-02-28 4:53am
Generated on Feb 28, 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.
1340 Total Images
View All Images
Dataset Split
Train Set 88%
1176Images
Valid Set 8%
104Images
Test Set 4%
60Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Dynamic Crop: Class: mouse-click
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
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