footpath occupancy detection Image Dataset
Versions
2024-04-19 11:52pm
v9
Apr 19, 2024
2024-03-23 11:20pm
v8
Mar 23, 2024
2023-09-19 8:59am
v7
Sep 19, 2023
2023-09-19 8:01am
v6
Sep 19, 2023
2023-09-18 10:40am
v5
Sep 18, 2023
2023-08-18 12:18pm
v4
Aug 18, 2023
2023-08-18 11:37am
v3
Aug 18, 2023
2023-08-18 11:36am
v2
Aug 18, 2023
2023-08-17 12:08pm
v1
Aug 17, 2023
v9
2024-04-19 11:52pm
Generated on Apr 19, 2024
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YOLOv8
TXT annotations and YAML config used with YOLOv8.
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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
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4884 Total Images
View All Images
Dataset Split
Train Set 70%
3421Images
Valid Set 20%
975Images
Test Set 10%
488Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
No augmentations were applied.
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