pip install scikit-image fromskimageimportio, transform, img_as_ubyte# Load the imageimage=io.imread("example.jpg")# Define the desired output size (width, height)output_size=(100,100)# Resize the imageresized_image=transform.resize(image, output_size, anti_aliasing=True)# Convert to 8-bit...
pip3 install scikit-image matplotlib Copy I will perform HOG on a cutecat image, get ithere, and put it in the current working directory (you can use any image you want, of course). Let's load the image and show it: #importing required librariesfromskimage.ioimportimreadfromskimage.transf...
We will need the skimage library to resize images, as well as imageio to generate a single animated gif based on a selection of images. We can install them using the command: pip3 install scikit-image imageio We will also need the regex library to create separate variables with information...
We’ll also be using theimutilsmodule, which contains convenience functions for resizing, rotating, and cropping images. You can read more aboutimutilsin mythis post. To installimutils, simply: $ pip install --upgrade imutils Next up, let’s import thethreshold_localfunction fromscikit-image. T...
ImportError: cannot import name 'imread' from 'scipy.ndimage' (/usr/local/lib/python3.7/dist-packages/scipy/ndimage/init.py) NOTE: If your import is failing due to a missing package, you can manually install dependencies using either !pip or !apt. ...
How to define and train the progressive growing GAN on the celebrity faces dataset. How to load saved generator models and use them for generating ad hoc synthetic celebrity faces. Kick-start your project with my new book Generative Adversarial Networks with Python, including step-by-step tutorial...
Hands-on Time Series Anomaly Detection using Autoencoders, with Python Data Science Here’s how to use Autoencoders to detect signals with anomalies in a few lines of… Piero Paialunga August 21, 2024 12 min read Machine Learning Feature engineering, structuring unstructured data, and lead sco...
Many of these libraries can be installed in the terminal using pip install. For example: pip install imutils The cv2 library, which is the work horse for image manipulation in this project was actually the most difficult to get working. I thinkthis tutorialwas best for getting it working on...