Monuments Image Dataset
Versions
2023-04-13 5:17pm
v17
Apr 13, 2023
2023-04-13 3:19pm
v16
Apr 13, 2023
2023-04-12 3:09pm
v15
Apr 12, 2023
2023-03-27 10:46am
v14
Mar 27, 2023
2023-03-27 10:44am
v13
Mar 27, 2023
2023-03-24 4:11pm
v12
Mar 24, 2023
2023-03-23 10:36pm
v11
Mar 23, 2023
2023-03-23 11:52am
v10
Mar 23, 2023
2023-03-23 11:37am
v9
Mar 23, 2023
2023-03-23 11:37am
v8
Mar 23, 2023
2023-01-23 1:43pm
v7
Jan 23, 2023
2022-11-28 11:16am
v1
Nov 28, 2022
v16
2023-04-13 3:19pm
Generated on Apr 13, 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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25682 Total Images
View All Images
Dataset Split
Train Set 99%
25548Images
Valid Set 0%
7Images
Test Set 0%
127Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 1 remapped, 1 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -33% and +33%
Bounding Box: Blur: Up to 5px
Bounding Box: Noise: Up to 7% of pixels
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