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A data-driven, AI-powered content creation assistant for Instagram.

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What is this?

This is the official repository for InstaUp! written in Python 3. Supported primarily with Ubuntu 16.04 systems.

You must have the following installed to run tests and executables:

  1. PyTorch. It's OK if you don't have a GPU installed.
  2. Bazel. This is our build system and helps organize models and our test infrastructure.
  3. Flask. pip3 install Flask --user to install.

Training

Download the UCF Selfie dataset dataset and place it under /opt/datasets/.

Train with the following command:

bazel run products:model_trainer -- --dataset /opt/datasets/selfies-ucf-2015/train/

Unit tests

Download the sample dataset and place it under /opt/datasets/.

Then, to run tests:

./run_tests.py

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A data-driven, AI-powered content creation assistant for Instagram.

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