Deep Learning Assignment - Mohammad Khan 21169

Welcome to the GitHub repository for Deep Learning course assignment 316, created by Mohammad Saifullah Khan, Roll no. 21169.

Getting Started

These instructions will guide you through setting up your environment to run the assignments.

Prerequisites

• Python 3
• git (for cloning the repository)

Installation

Follow these steps to set up your environment:

1. Clone the Repository

   Clone this repository to your local machine using git:

   git clone https://github.com/mohammad21saif/Mohammad_Khan_21169.git

2. Navigate to the Repository

   Change your directory to the cloned repository:

   cd Mohammad_Khan_21169

3. Create a Virtual Environment

   Set up a virtual environment for Python packages:

   python3 -m venv .venv

4. Activate the Virtual Environment

   Activate the created virtual environment:

   source .venv/bin/activate

5. Install Dependencies

   Install the required Python packages using pip:

   pip3 install -r requirements.txt

Running the Assignments

• Question 4 Code

  To execute the code for Question 4:

  python3 ./q4/main.py

• Question 3 Code

  To execute the code for Question 3:

  python3 ./q3/dense.py

Additional Instructions

IMPORTANT: Replace the path name in lenet.py and others_pretrained.py before running the codes.

Saving Models

If you need to save the models generated by the scripts, please follow these steps:

1. Create a directory named SavedModels in the root of the repository.

   mkdir SavedModels

2. Uncomment the relevant code sections in lenet.py and others_pretrained.py to enable model saving functionality.