annolid
  • Annolid User Guide
  • Install Annolid
  • Install Detectron2 locally
  • Install Detectron2 on Google Colab
  • Optional: Install older version of Pytorch for YOLACT
  • Extract desired number of frames from a video based on optical flow
  • Display optical flow while extracting frames with –show_flow=True
  • Save all the frames as images
  • Select frames randomly by reservoir sampling
  • Extract all the key frames from a video used by the compression methods
  • Track animals and Auto labeling
  • Output CSV format
  • Config keypoint connection rules, events, and instances
  • Threshold based object segmenation
  • Convert WMV format to mp4 format using ffmpeg
  • Save the extracted frames to a user selected output directory
  • How to track multiple objects in the video?
  • How to convert coco annonation format to YOLOV5 format?
  • How to train a custom YOLOV5 model?
  • How to track objects in a video with the trained model?
  • How to convert labelme labeled dataset to COCO format?
  • How to train a YOLACT model with a custom dataset?
  • How to evaluate a video based on a trained model?
  • Convert the tracking results csv file to Glitter2 csv format
  • Convert the keypoint annotations to labelme format
annolid
  • annolid.segmentation.yolact.deep_sort package
  • View page source

annolid.segmentation.yolact.deep_sort package¶

Subpackages¶

  • annolid.segmentation.yolact.deep_sort.deep package
    • Submodules
    • annolid.segmentation.yolact.deep_sort.deep.feature_extractor module
    • annolid.segmentation.yolact.deep_sort.deep.model module
    • annolid.segmentation.yolact.deep_sort.deep.original_model module
    • annolid.segmentation.yolact.deep_sort.deep.test module
    • annolid.segmentation.yolact.deep_sort.deep.train module
    • Module contents
  • annolid.segmentation.yolact.deep_sort.sort package
    • Submodules
    • annolid.segmentation.yolact.deep_sort.sort.detection module
    • annolid.segmentation.yolact.deep_sort.sort.iou_matching module
    • annolid.segmentation.yolact.deep_sort.sort.kalman_filter module
    • annolid.segmentation.yolact.deep_sort.sort.linear_assignment module
    • annolid.segmentation.yolact.deep_sort.sort.nn_matching module
    • annolid.segmentation.yolact.deep_sort.sort.preprocessing module
    • annolid.segmentation.yolact.deep_sort.sort.sort module
    • annolid.segmentation.yolact.deep_sort.sort.track module
    • annolid.segmentation.yolact.deep_sort.sort.tracker module
    • Module contents

Submodules¶

annolid.segmentation.yolact.deep_sort.deep_sort module¶

Module contents¶

© Copyright 2021, Chen Yang.

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