├── README.md          			    <- The top-level README for developers using this project.
│
├── requirements.txt   			    <- The requirements file for reproducing the analysis environment, e.g.
│                         		    		generated with `pip freeze > requirements.txt`
│
├── setup.py          			    <- Makes project pip installable (pip install -e .) so src can be imported
│
├── GETTING_STARTED.rst     	            <- Informations about environment and AWS configuration
│
├── Project_diagram.jpg         	    <- Diagram of the project structure
│
├── Streamlit_UI.png     		    <- Screenshot from executed streamlit UI
│
├── src                			    <- Source code for use in this project.
│   ├── __init__.py    			    <- Makes src a Python module
│   │
│   ├── saved_models           		    <- Contains model weights
│   │   └── u2net		            <- u2net model weights dir
│   │       ├── __init__.py    	            <- Makes src a Python module
│   │   	└── u2net.pth		    <- u2net model weights
│   ├── features       			    <- Scripts to handle AWS S3 buckets, Lambda functions and removing background
│   │   ├── __init__.py			    <- Makes features a Python module
│   │   ├── aws_client.py    		    <- Contains class that handles all AWS tasks
│   │   └── background_removing_utils.py    <- Functions to remove background from an image
│   │
│   ├── streamlit_ui        		    <- Scripts to manage UI
│   │   │── __init__.py			    <- Makes front a Python module
│   │   ├── cropping_images_utils.py        <- Function used to crop images, handles UI
│   │   ├── initialization.py   	    <- Initialization of session states and paths
│   │   ├── reading_data_from_s3.py    	    <- Functions used to read data from S3, handles UI
│   │   └── removing_background.py    	    <- Removing background, handles UI
│   │
│   ├── model        			    <- Contains model data
│   │   │── __init__.py			    <- Makes model a Python module
│   │   │── model.py			    <- Model loading
│   │   └── u2net.py      		    <- u2net model
│   │
│   ├── main.py				    <- Main function