roboflow.dataset Image Dataset
v5
2022-01-16 12:42am
Generated on Jan 15, 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.
244 Total Images
View All Images
Dataset Split
Train Set 90%
219Images
Valid Set 7%
16Images
Test Set 4%
9Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 60% Maximum Zoom
Shear: ±35° Horizontal, ±26° Vertical
Brightness: Between -11% and +11%
Noise: Up to 4% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 58% Maximum Zoom
Bounding Box: Blur: Up to 10px
Similar Projects
cats-and-dogs
162 images
Dog-Cat-Person-Host
1915 images
cat-dog
708 images
Cat-and-Dog-
30 images
cat
460 images