Dataset Versions
Versions
2024-02-22 8:44pm
v8
· 10 months ago
2024-02-20 6:18pm
v7
· 10 months ago
Combined Dataset 6.5K With Generated Copy for Custom Training using YOLOV8
v6
· a year ago
Combined Dataset 6.5K With Generated - Trained with Roboflow 3.0
v5
· a year ago
Combined Dataset 6.3K With Generated
v4
· a year ago
Own Dataset With Generated
v3
· a year ago
v8
2024-02-22 8:44pm
Generated on Feb 22, 2024
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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16435 Total Images
View All Images
Dataset Split
Train Set 87%
14361Images
Valid Set 8%
1351Images
Test Set 4%
723Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -23% and +23%
Exposure: Between -15% and +15%
Blur: Up to 1.5px
Noise: Up to 1.89% of pixels