Deep Learning Sandbox

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Cloning the repo

1. git clone https://github.com/vinamramunot-tech/deep-learning-sandbox.git
2. cd deep-learning-sandbox
3. git lfs install
4. git lfs fetch
5. git lfs checkout

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How to install requirements

• Run pip install -r requirements.txt

How to download weights

• Run with Python3 python build.py or python3 build.py

PyTorch is required for the voice cloning feature, install based on your OS:

### Linux Installation

1. `pip3 install torch==1.8.0+cpu -f https://download.pytorch.org/whl/torch_stable.html` or `pip install torch==1.8.0+cpu -f https://download.pytorch.org/whl/torch_stable.html`

### MacOS Installation

1. `brew install ffmpeg`
2. `pip3 install torch`

### Windows Installation

1. Install package manager chocolatey from https://chocolatey.org/install
2. `choco install ffmpeg`
3. `pip3 install torch==1.8.0+cpu -f https://download.pytorch.org/whl/torch_stable.html` or `pip install torch==1.8.0+cpu -f https://download.pytorch.org/whl/torch_stable.html`

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Environment file setup

• Create a .env file inside of the src folder
• Reference env_example.txt
• Edit SERVER_IP=YOUR_IP and SERVER_PORT=YOUR_PORT in the .env file with the correct ip of the machine and the port number of your choice

# .env
YOLO_THRESHOLD='0.1'
SOCKETIO_ASYNC_MODE=threading
MONGO_CONNECTION='mongodb+srv://<username>:<password>@cluster0.vypct.mongodb.net/test?retryWrites=true&w=majority'
SERVER_IP=YOUR_IP
SERVER_PORT=YOUR_PORT

Setup the project with HTTPS

1. Create ssl certificates
2. Set Env File

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SSL certification creation

Please replace the word "server-ip" with the ip address of the machine where the app will run in all of the steps below. Once you complete the setup for creating pem files using the above line, the name of the two files server-ip.pem and server-ip-key.pem will be replaced with the ip address.

Linux

1. Run ./install_dependencies.sh
2. git clone https://github.com/FiloSottile/mkcert && cd mkcert
3. go build -ldflags "-X main.Version=$(git describe --tags)"
4. ./mkcert "server-ip"
5. cd ..
6. cd Senior-Capstone-Project
7. cp ../mkcert/server-ip.pem ../mkcert/server-ip-key.pem .

Windows

mkcert with choco

1. choco install mkcert
2. Change your directory to Senior-Capstone-Project
3. .\mkcert "server-ip"

Install Go Lang for these steps Go Lang

mkcert as a standalone

1. git clone https://github.com/FiloSottile/mkcert && cd mkcert
2. go build -ldflags "-X main.Version=$(git describe --tags)"
3. .\mkcert "server-ip"
4. Copy the files server-ip-key.pem and server-ip.pem into Senior-Capstone-Project

MacOS

mkcert with brew

1. brew install mkcert
2. cd Senior-Capstone-Project
3. mkcert "server-ip"

Install Go Lang for these steps Go Lang

mkcert as a standalone

1. git clone https://github.com/FiloSottile/mkcert && cd mkcert
2. go build -ldflags "-X main.Version=$(git describe --tags)"
3. ./mkcert "server-ip"
4. cd ..
5. cd Senior-Capstone-Project
6. cp ../mkcert/server-ip.pem ../mkcert/server-ip-key.pem .

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How to Execute

• Run with Python3 python main.py or python3 main.py

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