Dataset Versions
Versions
2023-09-10 5:21pm
v9
· a year ago
2023-09-10 12:43pm
v8
· a year ago
2023-09-10 11:28am
v7
· a year ago
2023-08-24 11:12am
v6
· a year ago
final version
v5
· a year ago
2023-08-21 6:30pm
v4
· a year ago
2023-08-20 8:04pm
v3
· a year ago
version working fine
v2
· a year ago
2023-08-19 11:20pm
v1
· a year ago
v6
2023-08-24 11:12am
Generated on Aug 24, 2023
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
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9334 Total Images
View All Images
Dataset Split
Train Set 85%
7961Images
Valid Set 10%
914Images
Test Set 5%
459Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -9% and +9%
Noise: Up to 1% of pixels
Mosaic: Applied
Bounding Box: Rotation: Between -11° and +11°
Bounding Box: Blur: Up to 1px