ball Image Dataset
v3
2022-09-26 4:11pm
Generated on Sep 26, 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.
25 Total Images
View All Images
Dataset Split
Train Set 84%
21Images
Valid Set 8%
2Images
Test Set 8%
2Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 49% Maximum Zoom
Rotation: Between -30° and +30°
Shear: ±36° Horizontal, ±29° Vertical
Hue: Between -53° and +53°
Saturation: Between -39% and +39%
Brightness: Between -70% and +70%
Exposure: Between -43% and +43%
Blur: Up to 3px
Noise: Up to 5% of pixels
Similar Projects
Green
39 images
bbox
172 images
bbox
97 images
Pelota
64 images
bbox
243 images