bus_photos Image Dataset
Versions
2023-06-21 9:30pm
v19
Jun 21, 2023
2023-06-12 2:56pm
v17
Jun 12, 2023
2023-06-06 1:53pm
v16
Jun 6, 2023
2023-05-05 2:44pm
v15
May 5, 2023
2023-05-05 10:45am
v14
May 5, 2023
2023-01-30 4:23pm
v13
Jan 30, 2023
2022-12-05 12:52am
v12
Dec 4, 2022
2022-10-11 12:27am
v8
Oct 10, 2022
2022-09-24 6:10pm
v7
Sep 24, 2022
2022-09-23 6:39pm
v6
Sep 23, 2022
2022-09-08 6:39pm
v5
Sep 8, 2022
2022-08-19 11:35pm
v4
Aug 19, 2022
2022-08-12 12:11am
v2
Aug 11, 2022
v19
2023-06-21 9:30pm
Generated on Jun 21, 2023
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.
7644 Total Images
View All Images
Dataset Split
Train Set 82%
6238Images
Valid Set 6%
444Images
Test Set 13%
962Images
Preprocessing
Resize: Fill (with center crop) in 1280x1280
Augmentations
Outputs per training example: 2
Flip: Horizontal
Rotation: Between -19° and +19°
Shear: ±15° Horizontal, ±15° Vertical
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