Model 1 - people detection includes the approximity in shore Image Dataset
Versions
v1
2023-05-17 1:56pm
Generated on May 17, 2023
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YOLOv8
TXT annotations and YAML config used with YOLOv8.
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MT-YOLOv6
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.
Pascal VOC XML
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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132 Total Images
View All Images
Dataset Split
Train Set 70%
92Images
Valid Set 20%
26Images
Test Set 11%
14Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
No augmentations were applied.
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