https://github.com/csinva/hummingbird-tracking

Code for tracking various things in hummingbird video
https://github.com/csinva/hummingbird-tracking

computer-vision hummingbird-tracking hummingbird-videos opencv-python optical-flow optical-flow-guided-feature python python3 tracking video

Last synced: about 1 year ago
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Code for tracking various things in hummingbird video

• Host: GitHub
• URL: https://github.com/csinva/hummingbird-tracking
• Owner: csinva
• Created: 2017-09-07T06:52:32.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2021-12-03T19:33:35.000Z (over 4 years ago)
• Last Synced: 2025-02-08T13:43:06.801Z (over 1 year ago)
• Topics: computer-vision, hummingbird-tracking, hummingbird-videos, opencv-python, optical-flow, optical-flow-guided-feature, python, python3, tracking, video
• Language: Python
• Homepage:
• Size: 8.15 MB
• Stars: 2
• Watchers: 4
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# hummingbird_tracking

Code for tracking things in hummingbird videos. Slides summarizing this work [here](https://docs.google.com/presentation/d/15iygjXGLu7Ha096GwMV5t6sjP7IPcTHqimPkTDwrpPI/present?slide=id.p).

## requirements

- python3

- python packages (easiest installed with pip install  --user)

    - matplotlib

    - numpy

    - scikit-learn

    - imageio

    - opencv-contrib-python

    - argparse

    - tqdm

- alternatively, one can install via pip (`pip3 install -r requirements.txt`)

  

## usage

- code / documentation for functions is located within subfolders

- "wing_tracking" folder finds angle over time from top view videos

  - ![](docs/meniscus_frame.png)

- "meniscus_tracking" folder find meniscus over time from side view videos

  - ![](docs/wing_frame.png)

- to run any code, first open terminal and cd do the directory containing the file

- in general, files/folders with spaces are not encouraged