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Streamlit app for filtering animals in camera trap images

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Animal Detector

This is a functional streamlit app for applying Microsoft AI for Earth's Megadetector to images of animals. The app currently runs locally.

This app was developed for a bit of consulting work for an environmental consulting company in California. I gave this presentation in early Novemember 2020 to show them how I used open models and open source tools (streamlit, tensorflow) to remove tens of thousands of uninteresting camera trap photos that did not contain animals. Check it out here: https://docs.google.com/presentation/d/17tPORZ7CcgLbayio6YC0d-D_242F9rX3R0BQ33nWmBA/edit?pli=1#slide=id.ga6c6ba30c0_1_34

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Streamlit app for filtering animals in camera trap images

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  • Python 68.8%
  • Jupyter Notebook 31.2%