https://github.com/tom-uchida/image_classifier_application

This is my first application with deep learning.
https://github.com/tom-uchida/image_classifier_application

classification cnn deep-learning django flask keras

Last synced: 3 months ago
JSON representation

This is my first application with deep learning.

• Host: GitHub
• URL: https://github.com/tom-uchida/image_classifier_application
• Owner: tom-uchida
• Created: 2019-06-06T12:19:05.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2019-09-24T13:26:46.000Z (almost 7 years ago)
• Last Synced: 2025-06-16T20:44:25.039Z (about 1 year ago)
• Topics: classification, cnn, deep-learning, django, flask, keras
• Language: Python
• Size: 36.2 MB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# Image_Classifier_Application

## Overview

Predict the club team from an football player image

![sample](./assets/sample.png)

## Usage

### Step0. Prepare a large number of images

### Step1. Create training and test data

```

python generate_train_and_test_data_224.py

```

- Save data(.npy file)

### Step2. Train using CNN(VGG16)

```

python cnn_vgg16_transfer.py

```

- Save model(.h5 file)

### Step3. Run the application & Access the website

```

cd myApp

python manage.py runserver

open http://127.0.0.1:8000/club_team_classifier/

```