maxoobot
/ train_mnist_model.ipynb
Created Mar 27, 2020
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maxoobot
/ test_request.py
Created Mar 23, 2020
View test_request.py
| import cv2 as cv | |
| import requests | |
| import os | |
| # Request info | |
| url = "<EAS service URL>" | |
| token = "<EAS service token>" | |
| headers = { 'Authorization' : token } | |
| # Image data |
maxoobot
/ index.html
Last active Mar 23, 2020
View index.html
| <!DOCTYPE html> | |
| <html lang="en"> | |
| <head> | |
| <meta charset="UTF-8"> | |
| <title>MNIST Flask app</title> | |
| </head> | |
| <body> | |
| <h1>MNIST image classifier</h1> | |
| <form id="upload-form" action="{{ url_for('upload_and_predict') }}" method="POST" enctype="multipart/form-data"> |
maxoobot
/ mnist_app.py
Last active Mar 23, 2020
View mnist_app.py
| from flask import Flask, render_template, url_for, request | |
| import os | |
| import requests | |
| import cv2 as cv | |
| app = Flask(__name__) | |
| eas_url = "<EAS service URL>" | |
| token = "EAS service token" |
View app.json
| { | |
| "name": "pai_demo_app", | |
| "processor_entry": "./app.py", | |
| "processor_type": "python", | |
| "processor_path": "oss://eas-model-singpore/<your_user_id>/processor.tar.gz", | |
| "data_image": "registry-intl.ap-southeast-1.aliyuncs.com/<your_repository_name>/eas-demo-image", | |
| "metadata": { | |
| "region": "ap-southeast-1", | |
| "instance": 1, | |
| "memory": 16, |
View app.py
| # -*- coding: utf-8 -*- | |
| import allspark | |
| import tensorflow as tf | |
| import cv2 as cv | |
| import numpy as np | |
| import math | |
| import os | |
| import mnist_util |
maxoobot
/ mnist_util.py
Created Mar 10, 2020
View mnist_util.py
| import cv2 as cv | |
| import numpy as np | |
| import math | |
| def _pad(img): | |
| """ Pad input image to get square image. """ | |
| (h, w) = img.shape | |
| if w > h: | |
| diff = w - h |
maxoobot
/ train_mnist_model.ipynb
Last active Mar 21, 2020
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maxoobot
/ import_data.ipynb
Created Mar 3, 2020
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