cv-pytorch 0.0.8

A collection of tools to help facilitate computer vision operations.

CV-PyTorch

Installation

pip install cv-pytorch

or

conda install -c jmenjivar cv-pytorch

Use Cases

CV-PyTorch is a collection of tools to help facilitate computer vision operations.

Some of the tools in this library can be very useful to pre-process images before feeding to deep networks. However, the uses are not limited to pre-processing, you can perform a wide variety of operations that are helpful in many fields of work.

Why?

The re-implementation of these tools in PyTorch has the advantage of being significantly faster than other libraries using NumPy, etc.

Supported Operations

Corner Detection (Harris)

Pair Matching (SIFT)

Inlier Detection (RANSAC)

Pixel Matching

N Image Stitching

This is an example of 3 images stitched together:

Gaussian Smoothing

Sharpening

Orientation

Magnitude

Scaling (No Interpolation)

Scaling (Bilinear Interpolation)

Edge Detection (Canny)

Line Detection (Hough)