Image Segmentation
ultralytics
PyTorch
English
object-detection
instance-segmentation
yolov8
coco
real-time
capsule-network
interpretable-ai
symbolic-ai
Eval Results (legacy)
Instructions to use zpyuan/SymbolicCapsuleNetwork with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ultralytics
How to use zpyuan/SymbolicCapsuleNetwork with ultralytics:
from ultralytics import YOLOvv8 model = YOLOvv8.from_pretrained("zpyuan/SymbolicCapsuleNetwork") source = 'http://images.cocodataset.org/val2017/000000039769.jpg' model.predict(source=source, save=True) - Notebooks
- Google Colab
- Kaggle
| from .backbone import ( | |
| CapsuleBackbone, | |
| ConvBNAct, | |
| DeformableCaps2d, | |
| DeformableCapsBlock, | |
| PrimaryCaps2d, | |
| RoutingCaps, | |
| squash, | |
| ) | |
| from .head import ( | |
| CapsuleDetect, | |
| CapsuleDetectv1, | |
| CapsuleDetectv2, | |
| CapsuleDetectv4, | |
| CapsuleDetectv5, | |
| CapsuleDetectv6, | |
| CapsuleDetectv7, | |
| CapsuleDetectv8, | |
| CapsuleOpenVocabDetect, | |
| CapsuleDualHead, | |
| CapsuleSegmentv1, | |
| CapsuleSegmentv2, | |
| CapsuleSegmentv3, | |
| ) | |
| from .neck import CapsAlign, CapsDecode, CapsProj, CapsRoute, CapsRoutev2, CapsRoutev3, CapsRoutev4, CapsuleTap | |
| __all__ = [ | |
| "CapsuleBackbone", | |
| "CapsuleTap", | |
| "CapsRoute", | |
| "CapsRoutev2", | |
| "CapsRoutev3", | |
| "CapsRoutev4", | |
| "CapsProj", | |
| "CapsDecode", | |
| "CapsAlign", | |
| "CapsuleDetect", | |
| "CapsuleDetectv1", | |
| "CapsuleDetectv2", | |
| "CapsuleDetectv4", | |
| "CapsuleDetectv5", | |
| "CapsuleDetectv6", | |
| "CapsuleDetectv7", | |
| "CapsuleDetectv8", | |
| "CapsuleOpenVocabDetect", | |
| "CapsuleSegmentv1", | |
| "CapsuleSegmentv2", | |
| "CapsuleSegmentv3", | |
| "CapsuleDualHead", | |
| "ConvBNAct", | |
| "DeformableCaps2d", | |
| "DeformableCapsBlock", | |
| "PrimaryCaps2d", | |
| "RoutingCaps", | |
| "squash", | |
| ] | |