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
v6
2022-12-11 11:56pm
Generated on Dec 11, 2022
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
1655 Total Images
View All Images
Dataset Split
Train Set 67%
1114Images
Valid Set 23%
382Images
Test Set 10%
159Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 960x960
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 1
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Noise: Up to 6% of pixels
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