Puzzlebot-signs Image Dataset
Versions
2023-06-13 11:25am
v16
Jun 13, 2023
2023-06-13 10:47am
v15
Jun 13, 2023
2023-06-13 9:22am
v14
Jun 13, 2023
2023-06-13 8:36am
v13
Jun 13, 2023
2023-06-13 7:17am
v10
Jun 13, 2023
2023-06-13 7:03am
v8
Jun 13, 2023
2023-06-10 2:50am
v7
Jun 10, 2023
2023-06-09 7:00pm
v6
Jun 10, 2023
2023-06-09 3:08pm
v5
Jun 9, 2023
2023-06-09 12:30pm
v4
Jun 9, 2023
2023-06-08 8:38pm
v3
Jun 9, 2023
v14
2023-06-13 9:22am
Generated on Jun 13, 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.
Other Formats
Choose another format.
16941 Total Images
View All Images
Dataset Split
Train Set 87%
14802Images
Valid Set 8%
1426Images
Test Set 4%
713Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 6% Maximum Zoom
Saturation: Between -46% and +46%
Brightness: Between -45% and +45%
Blur: Up to 2px
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