Stomata_check Image Dataset
Versions
2022-12-21 2:31pm
v9
Dec 21, 2022
2022-12-16 9:28am
v8
Dec 16, 2022
2022-12-15 1:44pm
v7
Dec 15, 2022
2022-12-11 11:56pm
v6
Dec 11, 2022
2022-12-11 11:38pm
v5
Dec 11, 2022
2022-12-11 10:39pm
v4
Dec 11, 2022
2022-12-08 4:58pm
v3
Dec 8, 2022
2022-12-07 4:18pm
v2
Dec 7, 2022
2022-12-07 3:39pm
v1
Dec 7, 2022
v3
2022-12-08 4:58pm
Generated on Dec 8, 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.
2769 Total Images
View All Images
Dataset Split
Train Set 80%
2228Images
Valid Set 14%
382Images
Test Set 6%
159Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 0 dropped
Augmentations
Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Noise: Up to 6% of pixels
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