Railroad crossings (object detection) Dataset
Versions
2023-11-12 11:48pm
v19
· 10 months ago
2023-11-08 9:52pm
v18
· 10 months ago
2023-08-14 11:49am
v17
· a year ago
2023-05-30 3:18pm
v16
· a year ago
2023-05-30 3:06pm
v15
· a year ago
2023-02-10 12:41pm
v14
· 2 years ago
2023-02-11 2:25am
v13
· 2 years ago
2023-02-01 12:33am
v12
· 2 years ago
2023-02-01 12:10am
v11
· 2 years ago
2023-01-29 3:15pm
v10
· 2 years ago
2023-01-27 4:37pm
v9
· 2 years ago
2023-01-25 1:32am
v8
· 2 years ago
Railroad v7 - 950 images with counterexamples - augmentation
v7
· 2 years ago
Railroad v5 - 850 images- counterexamples - augmentation
v6
· 2 years ago
Railroad v4 - 800 images with counterexamples and augmentation
v5
· 2 years ago
Railroad v3 - 200 images with new labels and augmentation
v4
· 2 years ago
Railroad autolabel V1
v1
· 2 years ago
v17
2023-08-14 11:49am
Generated on Aug 14, 2023
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.
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3821 Total Images
View All Images
Dataset Split
Train Set 92%
3510Images
Valid Set 5%
197Images
Test Set 3%
114Images
Preprocessing
Resize: Stretch to 1280x1280
Modify Classes: 0 remapped, 4 dropped
Augmentations
Outputs per training example: 5
Crop: 0% Minimum Zoom, 38% Maximum Zoom
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%