Roebot Image Dataset
Versions
v1
2022-08-21 5:04pm
Generated on Aug 21, 2022
Popular Download Formats
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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28 Total Images
View All Images
Dataset Split
Train Set 86%
24Images
Valid Set 11%
3Images
Test Set 4%
1Images
Preprocessing
Resize: Fit (black edges) in 416x416
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% of images
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Noise: Up to 5% of pixels
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