balaji-dr / Non-linear-Video-Navigation

A program that indexes a given lecture video for easy navigation based on the anchor points such as diagrams, tables, equations, word clouds etc.

Non-linear-Video-Navigation

Requirements:

• python3
• redis db
• training dataset

Setup :

• Step 1 - Clone the repository
• Step 2 - Create a virtual environment virtualenv -p python3 knnenv
• Step 3 - Install the dependencies from requirements.txt pip3 install -r requirements.txt
• Step 4 - Create a folders named trainingframes/Train inside the KNN folder.
• Step 5 - Place all the labelled images inside the Train folder.
• Step 6 - Now run the command python3 knn_classifier -d path_to_trainingframes_folder inside the KNN folder.
• Step 7 - Now the trained model will be stored in the redis database.