water meter Image Dataset
Versions
2023-08-22 6:03pm
v11
Aug 22, 2023
2023-08-18 9:21pm
v10
Aug 18, 2023
2023-08-18 9:14pm
v9
Aug 18, 2023
2023-01-20 5:48pm
v8
Jan 20, 2023
2023-01-18 11:30am
v7
Jan 18, 2023
2023-01-17 5:08pm
v6
Jan 17, 2023
2023-01-17 3:03pm
v5
Jan 17, 2023
2023-01-16 7:03pm
v4
Jan 16, 2023
2023-01-16 11:28am
v3
Jan 16, 2023
2023-01-13 12:22pm
v2
Jan 13, 2023
2023-01-13 12:21pm
v1
Jan 13, 2023
v7
2023-01-18 11:30am
Generated on Jan 18, 2023
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
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1721 Total Images
View All Images
Dataset Split
Train Set 87%
1497Images
Valid Set 8%
137Images
Test Set 5%
87Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 192x192
Augmentations
Outputs per training example: 3
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Noise: Up to 1% of pixels
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