sunflowers with leaves Image Dataset
v2
2022-09-19 11:53am
Generated on Sep 19, 2022
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YOLOv8
TXT annotations and YAML config used with YOLOv8.
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MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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Common XML annotation format for local data munging (pioneered by ImageNet).
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TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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1663 Total Images
View All Images
Dataset Split
Train Set 96%
1603Images
Valid Set %
0Images
Test Set 4%
60Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Rotation: Between -29° and +29°
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