Dataset Versions
Versions
2024-12-02 11:10pm
v25
· 17 days ago
2021-09-21 4-43pm
v24
· 3 months ago
2024-09-21 2:09pm
v23
· 3 months ago
2024-09-21 2:05pm
v22
· 3 months ago
2024-09-21 2:00pm
v21
· 3 months ago
2024-09-21 7:15am
v15
· 3 months ago
2024-09-21 4:51am
v14
· 3 months ago
2024-08-15 6:20am
v12
· 4 months ago
2024-05-16 12:25pm
v11
· 7 months ago
2024-05-12 7:11pm
v10
· 7 months ago
2024-05-07 6:38pm
v9
· 7 months ago
2024-05-03 5:12pm
v7
· 8 months ago
2024-05-02 5:41pm
v6
· 8 months ago
2024-04-30 11:41am
v3
· 8 months ago
2024-04-29 11:43am
v2
· 8 months ago
2024-04-29 11:20am
v1
· 8 months ago
v14
2024-09-21 4:51am
Generated on Sep 21, 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.
4095 Total Images
View All Images
Dataset Split
Train Set 92%
3759Images
Valid Set 7%
274Images
Test Set 2%
62Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 7
Flip: Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 19% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -14° and +14°
Saturation: Between -29% and +29%
Brightness: Between -18% and +18%
Exposure: Between -10% and +10%
Blur: Up to 1.2px
Noise: Up to 0.65% of pixels
Bounding Box: Exposure: Between -14% and +14%
Bounding Box: Blur: Up to 1.6px