added images and updated svc

This commit is contained in:
Andrey Gumirov
2022-05-05 12:11:20 +07:00
parent cc206ff358
commit 20eaea722f
260 changed files with 779 additions and 29 deletions

2
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*.png filter=lfs diff=lfs merge=lfs -text
*.jpg filter=lfs diff=lfs merge=lfs -text

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import io
import random
import os
from PIL import Image
from flask import Flask, request, jsonify
import matplotlib.image as mpimg
import numpy as np
import numba
import pickle
import base64
app = Flask(__name__)
@numba.njit
def optimized_mandelbrot(n_rows, n_columns, iterations, cx, cy):
x_cor = np.linspace(-2, 2, n_rows)
y_cor = np.linspace(-2, 2, n_columns)
output = np.zeros((n_rows,n_columns))
c = cx + 1j * cy
for i in range(n_rows):
for j in range(n_columns):
z = x_cor[i] + y_cor[j] * 1j
count = 0
for k in range(iterations):
z = (z*z) + c
count += 1
if np.abs(z) > 4:
break
output[i, j] = count
return output.T
IMAGE_PATH = 'pics'
def open_image_as_array(path):
@ -40,19 +20,19 @@ def get_encoded_img(arr):
img_byte_arr = io.BytesIO()
img.save(img_byte_arr, format='PNG')
encoded_img = base64.encodebytes(img_byte_arr.getvalue()).decode('ascii')
return encoded_img
return str(encoded_img)
@app.route('/getImage', methods=['GET'])
def get_image():
with open('data_100.pickle', 'rb') as f:
images = pickle.load(f)
buffered = io.BytesIO()
random.choice(images).save(buffered, format="JPEG")
img_str = base64.b64encode(buffered.getvalue())
# print(random.choice(os.listdir(IMAGE_PATH)))
image = mpimg.imread(os.path.join(IMAGE_PATH, random.choice(os.listdir(IMAGE_PATH))))
# buffered = io.BytesIO()
# image.save(buffered, format="JPEG")
# img_str = base64.b64encode(buffered.getvalue())
return jsonify({
"code": 0,
"image": str(img_str.decode('ascii')),
"image": get_encoded_img(image),
"first_time": 1
})

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