object-detection-isdc Image Dataset
v6
2024-01-25 9:35pm
Generated on Jan 25, 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.
11813 Total Images
View All Images
Dataset Split
Train Set 83%
9796Images
Valid Set 11%
1344Images
Test Set 6%
673Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 2000x2000
Augmentations
Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Blur: Up to 4.2px
Noise: Up to 1.88% of pixels
Similar Projects
cones-obstacles
9481 images
obstacles
5608 images
obstacles
5514 images
Boulder-Crater-Plain-Surface
5579 images
stone-creater
472 images