Web app - Classification of dogs and cats - FLASK, PYTHON, CNN

pre-requisites

python, git, pip

instructions to use this application

• git clone https://github.com/vamshigunji183/DL_webapp
• pip install -r requirements.txt

Go to the directory ../DL_webapp Edit the predict_app.py file as show below.

• Download the train model here to the current directory.
• Replace the <--TRAINED MODEL--.h5> with the downloaded model name. [In this case - VGG16_cats_and_dogs.h5]

In the command terminal cd to the current directory

• windows- >>set FLASK_APP=predict_app.py UNIX- $ export FLASK_APP=predict_app.py
• flask run --host=0.0.0.0

Open the web browser

• Enter the url - http://localhost:5000/static/predict.html or click here

Use the sample images or ANY dogs or cats images png format

Example: