linecrop Image Dataset
Versions
2023-05-07 9:44am
v9
May 7, 2023
2023-04-26 5:20pm
v8
Apr 26, 2023
2023-04-26 5:17pm
v7
Apr 26, 2023
2023-04-08 5:07pm
v6
Apr 8, 2023
2023-04-08 5:06pm
v5
Apr 8, 2023
2023-03-31 9:23am
v4
Mar 31, 2023
2023-03-31 9:10am
v3
Mar 31, 2023
2023-03-08 6:31am
v2
Mar 8, 2023
2023-01-25 3:32pm
v1
Jan 25, 2023
v9
2023-05-07 9:44am
Generated on May 7, 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
Choose another format.
1953 Total Images
View All Images
Dataset Split
Train Set 73%
1417Images
Valid Set 20%
394Images
Test Set 7%
142Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Modify Classes: 0 remapped, 4 dropped
Augmentations
Outputs per training example: 1
Saturation: Between -40% and +40%
Exposure: Between -30% and +30%
Blur: Up to 1.5px
Noise: Up to 1% of pixels
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