P2_Dhaka_Dataset Image Dataset
2022-05-21 7:46pm
Version 29 Generated May 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.
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Train / Test Split
Training Set
88
4.5k
images
Validation Set
6
301
images
Testing Set
6
303
images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Flip: Horizontal
Grayscale: Apply to 50% of images
Brightness: Between -25% and +25%
Blur: Up to 1px
Details
Version Name: 2022-05-21 7:46pm
Version ID: 29
Generated: May 21, 2022
Annotation Group: roadobjects
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