rail Image Dataset
Versions
2022-07-05 10:59am
v10
Jul 5, 2022
2022-06-22 5:31am
v9
Jun 22, 2022
2022-06-21 2:01pm
v8
Jun 21, 2022
2022-06-21 1:58pm
v7
Jun 21, 2022
2022-06-13 12:17am
v6
Jun 12, 2022
2022-05-31 12:02pm
v5
May 31, 2022
2022-05-30 2:15pm
v4
May 30, 2022
2022-05-30 11:32am
v3
May 30, 2022
2022-05-29 8:09pm
v2
May 29, 2022
2022-05-26 9:36pm
v1
May 26, 2022
v10
2022-07-05 10:59am
Generated on Jul 5, 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
Choose another format.
1896 Total Images
View All ImagesDataset Split
Train Set 87%
1647Images
Valid Set 9%
170Images
Test Set 4%
79Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 1% Maximum Zoom
Noise: Up to 1% of pixels
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