accesibility street Image Dataset
v11
modelo coco
Generated on Jun 7, 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.
8531 Total Images
View All Images
Dataset Split
Train Set 84%
7126Images
Valid Set 11%
918Images
Test Set 6%
487Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 64 remapped, 57 dropped
Augmentations
Outputs per training example: 2
Flip: Horizontal
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -35% and +35%
Blur: Up to 3px
Cutout: 8 boxes with 8% size each
Similar Projects
ramps-curbs-stairs-obstacles
4915 images
Crosswalk-Vehicle-Poles-Person
1175 images
fdsa
2539 images
Crosswalks-cars-polls-trees-wall
628 images
crossroad
4018 images