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interest-extract's Introduction

caMicroscope CODE CHALLENGE

Interest Extraction

TASK : Using a machine learning toolkit of your choice, create a tool which identifies objects in the image, then returns positions in pixels corresponding to bounding boxes of a user-selected class of object in the image.

Technology Used : Javascript, Tensorflow.js

How to use

  1. Download the Repository
  2. Open Index.html
  3. Upload Image using upload button
  4. Type the class of the image you want to detect. See the supported classes in classes.txt
  5. On clicking the predict button the model will create bounding boxes around the class typed by the user.(If the class is present in the image)
  6. *Download button will create a zip file of all the objects detected and will be downloaded to your computer.
  7. Clear button clears the canvas.

*Added after feedback from mentor.

Results

Detecting cat from cat and dog image


Detecting person in an image


Detecting multiple objects in image


JS Library used - Filesaver, JSZIP

interest-extract's People

Contributors

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