Unpadded-Rowcols Image Dataset
Versions
2024-01-04 10:23pm
v18
Jan 4, 2024
2024-01-04 10:20pm
v17
Jan 4, 2024
2024-01-04 8:23pm
v16
Jan 4, 2024
2024-01-02 10:28pm
v15
Jan 2, 2024
2024-01-02 3:11pm
v14
Jan 2, 2024
2023-11-02 9:39pm
v13
Nov 2, 2023
2023-11-02 5:35pm
v12
Nov 2, 2023
2023-11-02 5:19pm
v11
Nov 2, 2023
2023-10-20 12:52pm
v10
Oct 20, 2023
2023-01-20 5:46pm
v9
Jan 20, 2023
2023-01-20 5:44pm
v8
Jan 20, 2023
2023-01-20 5:40pm
v7
Jan 20, 2023
2023-01-20 5:34pm
v6
Jan 20, 2023
2023-01-06 9:44pm
v5
Jan 6, 2023
2022-12-29 11:26pm
v4
Dec 29, 2022
2022-12-29 11:21pm
v3
Dec 29, 2022
2022-12-29 10:50pm
v2
Dec 29, 2022
2022-12-28 4:28pm
v1
Dec 28, 2022
v18
2024-01-04 10:23pm
Generated on Jan 4, 2024
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.
831 Total Images
View All Images
Dataset Split
Train Set 88%
735Images
Valid Set 6%
51Images
Test Set 5%
45Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -3° and +3°
Brightness: Between -20% and +20%
Exposure: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 7% of pixels
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