Awesome Open Source
Awesome Open Source

Popbot

Let AI transform your images

Installation: (run both client & server simultaneously)

client:

cd client

# Install dependencies
npm install

# Start dev server
npm run serve

server:

IMPORTANT: Download the model file on this link and put it in the server directory before doing the following.

cd server
pipenv shell

# Install dependencies (using Pipenv)
sudo pipenv install --skip-lock

# Start server with a category to detect
python main.py <category>

# Example:
python main.py person

Categories:

You can start the server with one of these categories as arguments to detect them in your image.

  1. Vehicles:
  • car
  • bicycle
  • motorcycle
  • airplane
  • bus
  • train
  • truck
  • boat
  1. Animals:
  • bird
  • cat
  • dog
  • horse
  • sheep
  • cow
  • elephant
  • bear
  • zebra
  • giraffe
  1. Food:
  • banana
  • apple
  • orange
  • carrot
  • pizza
  • cake
  • cup
  • bottle
  1. Other:
  • person
  • umbrella
  • skateboard
  • laptop
  • tv
  • book

NOTES:

  • For some weird reason, you have to restart the server in order to transform another image. If you don't, you'll get the first image as output. I didn't have time to figure out why that happens.
  • You can't combine two categories.
  • By default, only the largest object will be detected.

Demo:


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