NBAVision Image Dataset
v4
2024-02-01 11:07pm
Generated on Feb 1, 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.
737 Total Images
View All Images
Dataset Split
Train Set 87%
639Images
Valid Set 8%
61Images
Test Set 5%
37Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -12° and +12°
Shear: ±6° Horizontal, ±6° Vertical
Grayscale: Apply to 15% of images
Hue: Between -20° and +20°
Saturation: Between -30% and +30%
Exposure: Between -15% and +15%
Cutout: 5 boxes with 2% size each
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 1px
Similar Projects
player-ball
311 images
basketball-players
170 images
-
70 images
ball
1956 images
Basketball-MadeBasket
362 images