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YOLOv5 Runtime Stack Overview: module code
yolort
  • yolort documentation
yolort
  • Getting Started
  • Install yolort
  • Why yolort?
  • Tutorials
  • Intuition for yolort
  • What is the difference between yolort and yolov5
  • How to align with ultralytics yolov5
  • Visualize the anchor-target assignment
  • Visualize model graph
  • Deployment
  • Deploying yolort on ONNX Runtime
  • Deploying yolort on TensorRT
  • Deploying yolort on TVM
  • API Reference
  • yolort.models
    • Models structure
      • YOLOv5()
    • Pre-trained weights
      • yolov5n()
      • yolov5n6()
      • yolov5s()
      • yolov5s6()
      • yolov5m()
      • yolov5m6()
      • yolov5l()
      • yolov5ts()
  • Modules and utils for YOLOv5
    • AutoShape
      • AutoShape.classes
      • AutoShape.conf
      • AutoShape.forward()
      • AutoShape.iou
      • AutoShape.max_det
      • AutoShape.multi_label
    • Bottleneck
    • BottleneckCSP
    • C3
    • C3TR
    • Concat
    • Contract
    • Conv
      • Conv.forward_fuse()
    • DWConv
    • Detect
      • Detect.onnx_dynamic
      • Detect.stride
    • Ensemble
    • Expand
    • Focus
    • GhostBottleneck
    • GhostConv
    • Model
    • SPP
    • SPPF
    • add_yolov5_context()
    • attempt_download()
    • focus_transform()
    • get_yolov5_size()
    • intersect_dicts()
    • letterbox()
    • load_yolov5_model()
    • non_max_suppression()
    • scale_coords()
    • select_device()
    • set_logging()
    • space_to_depth()

All modules for which code is available

  • yolort.models
    • yolort.models.yolov5
  • yolort.v5.helper
  • yolort.v5.models.common
  • yolort.v5.models.experimental
  • yolort.v5.models.yolo
  • yolort.v5.utils.augmentations
  • yolort.v5.utils.downloads
  • yolort.v5.utils.general
  • yolort.v5.utils.torch_utils
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