final_project Image Dataset
v4
2022-05-27 5:54pm
Generated on May 27, 2022
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.
7030 Total Images
View All Images
Dataset Split
Train Set 88%
6153Images
Valid Set 8%
585Images
Test Set 4%
292Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 600x600
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -9% and +9%
Blur: Up to 0.5px
Cutout: 3 boxes with 4% size each
Similar Projects
ROAD-DAMAGE
2828 images
DAMAGE-ROAD-DAMAGE
2829 images
DAMAGE
2829 images
pothole
13649 images
1
9910 images