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The repository contains code and other stuff for the task that was given to me during Bracu Duburi interview process.

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Bracu-Duburi-Interview-Task

The repository contains code and other stuff for the task that was given to me during Bracu Duburi interview process.

Followed all the instructions that were given to me for the task.

  • Used custom dataset from kaggle
  • Labeled and cleaned the dataset using LabelImg
  • used SSD MobileNet Model, specifically SSD MobileNet v2 320x320

You can run my trained model locally on custom dataset by following the steps:

  1. Clone the repo
  2. Edit all the file paths according to your filesystem ( mainly test.py )
  3. Use virtual enviroment to clone python enviroment in which all the scripts and stuff works using requirements.txt
  4. Run test.py & have fun detecting bottles :)

Best part, seeing your model acutally do something, here you go:

Screenshot from 2023-12-03 19-58-58 Screenshot from 2023-12-03 19-58-40 Screenshot from 2023-12-03 19-58-52 Screenshot from 2023-12-03 19-59-04 Screenshot from 2023-12-03 19-59-46 Screenshot from 2023-12-03 19-58-34 Screenshot from 2023-12-03 19-58-29

About

The repository contains code and other stuff for the task that was given to me during Bracu Duburi interview process.

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