Engine for the SmartSight app in Python 3

SmartSight engine is an image recognition algorithm based on Tensorflow and trained on ImageNet data set.

Usage

$ python classify.py --image_file <path to the image>

[
  {
    "class": "pizza, pizza pie",
    "score": 0.884148
  }, {
    "class": "butcher shop, meat market",
    "score": 0.002444
  }, {
    "class": "carbonara",
    "score": 0.00208
  }, {
    "class": "trifle",
    "score": 0.002078
  }, {
    "class": "pomegranate",
    "score": 0.001326
  }
]

Install

Create a virtual environment (optional)

If you use several Python versions on your computer, create a virtual environment with the Python 3 interpreter:

$ virtualenv -p python3 venv

Activate the new environment:

$ source venv/bin/activate

Install dependencies

$ pip install -r requirements.txt

License

GPL © SmartSight