road_segment_v2 Image Dataset
Versions
2022-07-25 12:51pm
v10
Jul 25, 2022
2022-07-19 6:55pm
v9
Jul 19, 2022
2022-07-19 6:53pm
v8
Jul 19, 2022
2022-07-19 6:48pm
v7
Jul 19, 2022
2022-07-19 6:46pm
v6
Jul 19, 2022
2022-07-19 6:40pm
v5
Jul 19, 2022
2022-07-19 6:37pm
v4
Jul 19, 2022
2022-07-19 6:34pm
v3
Jul 19, 2022
2022-07-19 6:30pm
v2
Jul 19, 2022
2022-07-19 6:27pm
v1
Jul 19, 2022
v10
2022-07-25 12:51pm
Generated on Jul 25, 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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891 Total Images
View All Images
Dataset Split
Train Set 85%
756Images
Valid Set 10%
86Images
Test Set 5%
49Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 200x200
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
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