Indexing image data with machine learning

Using tagging and representation learning to extract structure from image data

Installation

# create a new python env with either venv or conda

# conda 
conda create -n image_indexing python=3.6
conda activate image_indexing

# venv
venv ...

# clone the repo
git clone https://github.com/ruslanmustafin/image_indexing

cd image_indexing

# install the requirements
pip install -r requirements.txt

Running

In the root directory:

jupyter lab

Then navigate to localhost:8888 (port can be overridden with --port option)

Troubleshooting

If you have problems with TQDM in jupyter lab, refer to this https://gist.github.com/ruslanmustafin/149c1f19e2780c3588a5d0c5da6f2d46