Smart Bike Rack Image Dataset
Versions
2023-03-22 9:36am
v11
Mar 22, 2023
2023-03-20 6:07pm
v10
Mar 20, 2023
2023-03-17 1:25pm
v9
Mar 17, 2023
2023-03-17 1:13pm
v8
Mar 17, 2023
2023-03-17 1:11pm
v7
Mar 17, 2023
2023-03-17 12:58pm
v6
Mar 17, 2023
2023-03-17 12:49pm
v5
Mar 17, 2023
2023-03-17 12:33pm
v4
Mar 17, 2023
2023-03-16 6:40pm
v3
Mar 16, 2023
2023-03-16 6:10pm
v2
Mar 16, 2023
2023-03-16 5:32pm
v1
Mar 16, 2023
v3
2023-03-16 6:40pm
Generated on Mar 16, 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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273 Total Images
View All Images
Dataset Split
Train Set 73%
198Images
Valid Set 11%
30Images
Test Set 16%
45Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Brightness: Between -40% and +40%
Exposure: Between -29% and +29%
Blur: Up to 1px
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