jibongil/search-engine-shopee

Search Engine on Shopee apply Image Retrieval

Search Engine on Shopee

This is a project about Image Retrieval. You can search Men Clothes on Shopee by image. It is the same as google image search

Website

https://search.vectornguyen.com/

How to Deploy on Nginx - Ubuntu Server 18.04

1. Update and upgrade

sudo apt update
sudo apt upgrade

2. Install Nginx

sudo apt install nginx

3. Create 1 file on sites-enabled in Nginx

sudo nano /etc/nginx/sites-enabled/flask_app

4. Add context

server {
	listen 80;

	server_name your_domain.com; //if you have domain

	location / {
		proxy_pass http://127.0.0.1:8000;
		proxy_set_header Host $host;
		proxy_set_header X-Forwarded-For- $proxy_add_x_forwarded_for;
	}
}

5. Unlink default file on site-enabled

sudo unlink /etc/nginx/sites-enabled/default

6. Edit the conf file of nginx

nano /etc/nginx/nginx.conf

7. Add a line in the http, server or location section

client_max_body_size 20M;

8. Test to make sure that there are no syntax errors in any of your Nginx files

sudo nginx -t

9. Reload Nginx

sudo nginx -s reload

10. Install python 3.8

sudo apt install python3-pip

sudo apt install python3.8

11. Add python3 choice using python3.6

sudo update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.6 1

12. Add python3 choice using python3.8

sudo update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.8 2

13. Install pip and requirements.txt

pip3 install --upgrade pip

pip3 install -r requirements.txt

14. Install gunicorn3

sudo apt install gunicorn3

15. Finally build and run app on gunicorn3

gunicorn3 --bind=0.0.0.0 --timeout 200 app:app --daemon

15. Kill gunicorn3 if you stop the app

sudo pkill -f gunicorn3

Model

Cosine Similarity

Result

Reference

• Datasets: https://shopee.vn/