Dataset Versions
Versions
2022-11-24 2:53pm
v15
· 2 years ago
2022-11-24 2:51pm
v14
· 2 years ago
2022-11-24 2:36pm
v13
· 2 years ago
2022-11-24 12:30pm
v12
· 2 years ago
2022-11-24 2:31am
v11
· 2 years ago
2022-11-23 9:03pm
v10
· 2 years ago
2022-11-23 9:00pm
v9
· 2 years ago
2022-11-23 8:59pm
v8
· 2 years ago
2022-11-23 8:44pm
v7
· 2 years ago
2022-11-23 8:10pm
v6
· 2 years ago
2022-11-23 5:01pm
v5
· 2 years ago
2022-11-23 4:59pm
v4
· 2 years ago
2022-11-23 3:31pm
v3
· 2 years ago
2022-11-21 3:43pm
v2
· 2 years ago
2022-11-18 10:53am
v1
· 2 years ago
v4
2022-11-23 4:59pm
Generated on Nov 23, 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.
1073 Total Images
View All Images
Dataset Split
Train Set 87%
936Images
Valid Set 7%
75Images
Test Set 6%
62Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require at least 85% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -20° and +20°
Grayscale: Apply to 80% of images
Noise: Up to 5% of pixels
Cutout: 8 boxes with 10% size each
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -12° and +12°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Noise: Up to 3% of pixels