Dataset Versions
Versions
2023-01-26 1:26pm
v19
· 2 years ago
2022-12-12 12:48pm
v18
· 2 years ago
2022-12-06 1:41pm
v17
· 2 years ago
2022-11-22 10:17am
v16
· 2 years ago
2022-10-24 3:16pm
v15
· 2 years ago
2022-10-23 8:39pm
v14
· 2 years ago
2022-10-21 2:44pm
v13
· 2 years ago
2022-09-19 12:20pm
v12
· 2 years ago
2022-09-16 10:00am
v11
· 2 years ago
2022-09-16 9:58am
v10
· 2 years ago
2022-09-16 9:48am
v9
· 2 years ago
2022-09-13 9:41pm
v8
· 2 years ago
2022-09-13 9:39pm
v7
· 2 years ago
2022-09-13 9:26pm
v6
· 2 years ago
2022-09-13 9:20pm
v5
· 2 years ago
2022-07-20 10:01am
v4
· 2 years ago
Final Boxpunch version
v3
· 3 years ago
2022-04-13 11:56am
v2
· 3 years ago
2022-04-13 9:17am
v1
· 3 years ago
v8
2022-09-13 9:41pm
Generated on Sep 14, 2022
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.
2976 Total Images
View All Images
Dataset Split
Train Set 90%
2688Images
Valid Set 6%
188Images
Test Set 3%
100Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Tile: 2 rows x 2 columns
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Noise: Up to 5% of pixels
Bounding Box: Brightness: Between -25% and +25%