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blob-analysis

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A sample project to perform blob analysis on images with TensorFlow and Keras to detect blobs and analyze their shape features such as the presence, number, area, position, length, and direction of lumps.

  • Updated Aug 28, 2021
  • Python

Trained MATLAB models for 82% precision/80% recall, optimized with blob analysis for 25% performance boost. User-friendly alarm system with 500+ engaged users.

  • Updated Aug 20, 2023

Here is the application of Computer vision- Blob Detection methodology to detect and count the Envelope protiens of sample images of Human Coronavirus and mouse hepatitis virus (Image source- https://www.utmb.edu/virusimages/VI/coronaviruses and cdc)

  • Updated Jan 22, 2022
  • Jupyter Notebook

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