digits Image Dataset
Versions
2022-07-29 3:17pm
v18
Jul 29, 2022
2022-07-18 2:06pm
v17
Jul 18, 2022
2022-07-14 5:08pm
v16
Jul 14, 2022
bigger_image
v15
Jul 14, 2022
2022-07-14 1:59pm
v14
Jul 14, 2022
2022-07-14 1:50pm
v13
Jul 14, 2022
2022-07-06 5:46pm
v12
Jul 6, 2022
2022-07-04 5:26pm
v9
Jul 4, 2022
2022-07-04 4:51pm
v8
Jul 4, 2022
2022-07-04 4:28pm
v7
Jul 4, 2022
2022-07-04 3:26pm
v5
Jul 4, 2022
2022-07-04 2:51pm
v4
Jul 4, 2022
2022-07-01 5:36pm
v3
Jul 1, 2022
2022-07-01 5:28pm
v2
Jul 1, 2022
2022-06-27 7:41pm
v1
Jun 27, 2022
v13
2022-07-14 1:50pm
Generated on Jul 14, 2022
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
Choose another format.
881 Total Images
View All Images
Dataset Split
Train Set 98%
864Images
Valid Set 2%
15Images
Test Set 0%
2Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -3° and +3°
Shear: ±5° Horizontal, ±3° Vertical
Noise: Up to 2% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 1% Maximum Zoom
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