railway Image Dataset
Versions!
2024-04-03 10:05am
v9
· 3 months ago
796
2024-04-03 9:28am
v8
· 3 months ago
666
640x640
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2024-04-03 8:56am
v7
· 3 months ago
536
640x640
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2024-04-03 8:33am
v6
· 3 months ago
406
640x640
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2024-04-02 6:52pm
v5
· 3 months ago
406
640x640
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2024-04-02 5:31pm
v4
· 3 months ago
276
640x640
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2024-04-02 5:22pm
v3
· 3 months ago
276
640x640
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2024-04-02 5:07pm
v2
· 3 months ago
258
640x640
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2024-04-02 4:52pm
v1
· 3 months ago
257
640x640
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v9
2024-04-03 10:05am
Generated on Apr 3, 2024
Popular Download Formats
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
Choose another format.
796 Total Images
View All Images
Dataset Split
Train Set 93%
744Images
Valid Set 7%
52Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
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