REX-cue 2 Image Dataset
Versions
v1
2024-01-18 12:14pm
Generated on Jan 18, 2024
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.
15995 Total Images
View All Images
Dataset Split
Train Set 87%
13995Images
Valid Set 8%
1334Images
Test Set 4%
666Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -20% and +20%
Blur: Up to 2.5px
Noise: Up to 0.3% of pixels
Cutout: 3 boxes with 10% size each
Similar Projects
person-door-handle-crack-stair
6665 images
person-stair-door-handle-cracks
2263 images
cracks
4076 images
crack-zmxc
1825 images
cracks-VyGP
1825 images