Description

This is a application of flower identification.

The algorithm is developed based on CCT[https://arxiv.org/abs/2104.05704].

And the accuracy of it can reach 99.76%, which is state-of-art performance.

How to use

Requirement

Django==3.2.7
Pillow==9.3.0
timm==0.4.12
torch==1.9.0+cu111
torchvision==0.10.0+cu111

Install

pip install -r requirements.txt

Start

python manage.py runserver 0.0.0.0:8000

Open url:http://localhost:8000/