Dataset Versions
Versions
URC Dataset v3 - 1280x720
v21
· 7 months ago
URC Dataset v3 - 640x480
v20
· 7 months ago
URC Dataset v3 - 1600x900
v19
· 7 months ago
URC Dataset v2 - 1600x900 No Augmentations
v18
· 10 months ago
URC Dataset v2 - 1280x720 No Augmentations
v17
· 10 months ago
URC Dataset v2 - 1920x1080 No Augmentations
v16
· a year ago
URC Dataset v2- 640x480 No Augmentations
v15
· a year ago
URC Dataset v1 640x480
v10
· a year ago
URC Dataset v1 1920x1080
v9
· a year ago
URC Dataset v1
v8
· a year ago
v21
URC Dataset v3 - 1280x720
Generated on May 15, 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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3695 Total Images
View All Images
Dataset Split
Train Set 82%
3044Images
Valid Set 12%
435Images
Test Set 6%
216Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 1280x720
Augmentations
Outputs per training example: 2
Rotation: Between -10° and +10°
Brightness: Between -10% and +10%
Exposure: Between -7% and +7%
Blur: Up to 1.2px
Noise: Up to 1.1% of pixels