Dataset Versions
Versions
2022-11-24 12:51pm
v9
· 2 years ago
2022-11-24 2:18am
v8
· 2 years ago
2022-11-23 8:46pm
v7
· 2 years ago
2022-11-23 12:10am
v6
· 2 years ago
2022-11-23 12:05am
v5
· 2 years ago
2022-11-22 6:16pm
v4
· 2 years ago
2022-11-22 6:12pm
v3
· 2 years ago
2022-11-21 5:54pm
v2
· 2 years ago
2022-11-21 3:31pm
v1
· 2 years ago
v2
2022-11-21 5:54pm
Generated on Nov 21, 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.
3828 Total Images
View All Images
Dataset Split
Train Set 85%
3252Images
Valid Set 11%
408Images
Test Set 4%
168Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 10px