PhotoLens App

PhotoLens is an AI platform for automated reality of photos inspection.

Requirements

Install Python using MiniConda

Download and Install MiniConda from here

Create a new environment using MiniConda

$ conda create -n phonelens-app python=3.10
# put any version between 3.8 or later

Activate the environment

$ conda activate phonelens-app

Build Project Architecture

$ python template.py # or python3 if you on linux

project-root/
│
├── src/
|   └── ObjectClassifier/
│       ├── __init__.py
│       │
│       ├── utils/
│       │   ├── __init__.py
│       │   └── common.py
│       │
│       ├── config/
│       │   ├── __init__.py
│       │   └── configuration.py
│       │
│       ├── entity/
│       │   ├── __init__.py
│       │   └── entity_config.py
│       │
│       ├── constant/
│       │   └── __init__.py
│       │
│       ├── components/
│       |   └── __init__.py
│
├── config/
│   └── config.yaml
│
├── dvc.yaml
├── params.yaml
├── requirements.txt
├── setup.py
├── app.py
├── .env
├── .env.example
└── Dockerfile

Installation

Install the required packages

$ pip install -r requirements.txt

Setup the environment variable

$ cp .env.example .env

Set your environment variable in the .env like DATA_FILES value.

Sources

• CIFake dataset

• StyleGAN DeepFake Face dataset

• Manual Extraction from Nano Banana and Google Images