jsalbert

import os


def mkdir(path):
    """

    Args:
        path: Path where directory will be created

    Returns: Nothing. Creates directory with the path specified

jsalbert

from PIL import Image


def center_crop(image):
    # crop to ratio, center
    w, h = image.size

    w_center = w/2
    h_center = h/2

jsalbert

version: 2
jobs:
  test:
    docker:
      - image: python:3.7
    steps:
      - run:
          name: Run tests
          command: |
            pip install virtualenv

jsalbert

version: 2
jobs:
  test:
    docker:
      - image: python:3.7
    parallelism: 4
    steps:
      - run:
          name: Run tests
          parallel: true

jsalbert

version: 2
jobs:
  test:
    docker:
      - image: python:3.7
    parallelism: 4
    steps:
      - run:
          name: Run tests
          parallel: true

jsalbert

# FCN Model
def create_model(num_classes=10, input_shape=None, dropout_ratio=None):
    model = Sequential()
    if input_shape is None:
        model.add(Input(shape=(None, None, 1)))
    else:
        model.add(Input(shape=input_shape))
    model.add(Conv2D(filters=16, kernel_size=(2, 4), activation='relu'))
    model.add(MaxPooling2D(pool_size=(2, 3)))
    model.add(Conv2D(filters=32, kernel_size=(2, 4), activation='relu'))