Dataset Versions
Versions
2022-11-10 12:10pm
v15
· 2 years ago
2022-10-22 11:36am
v14
· 2 years ago
2022-10-22 11:25am
v13
· 2 years ago
2022-10-21 4:34pm
v12
· 2 years ago
2022-10-21 12:48pm
v11
· 2 years ago
2022-10-21 11:55am
v10
· 2 years ago
2022-10-21 11:53am
v9
· 2 years ago
2022-10-21 11:45am
v8
· 2 years ago
2022-10-20 4:17pm
v7
· 2 years ago
2022-10-20 2:26pm
v6
· 2 years ago
2022-10-20 10:35am
v5
· 2 years ago
2022-10-20 10:05am
v4
· 2 years ago
2022-10-20 10:01am
v3
· 2 years ago
2022-10-19 4:10pm
v2
· 2 years ago
2022-10-19 3:07pm
v1
· 2 years ago
v2
2022-10-19 4:10pm
Generated on Oct 19, 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.
433 Total Images
View All Images
Dataset Split
Train Set 87%
378Images
Valid Set 8%
36Images
Test Set 4%
19Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -30° and +30°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -45° and +45°
Exposure: Between -30% and +30%
Blur: Up to 4px
Noise: Up to 15% of pixels
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels