XAI - An eXplainability toolbox for machine learning

Bicubic interpolation for images (Python)

An Elixir downsampling library that retains the visual characteristics of your data

Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks

Native bindings to libsamplerate

Ansible role to setup downsampling with continuous queries on influxDB, optionally with backfilling and compaction of existing raw data.

Collect data from Prometheus and downsampling

The project was run in ROS and RViz simulation to practice 3D image segmentation and train a robot with SVM algorithm.

Gaussian/Laplacian Pyramids OpenCV

A moiré-free image resizing script for Photoshop

The demo demonstrates downsampling images technique on the example of a UICollectionView based gallery with prefetching data.

An algorithm that decimates a curve composed of line segments to a similar curve with fewer points.

The given python code gives the data modeling and consists the following methods used: 1) Up sampling 2) Down sampling 3) Gridsearch for the selection of optimal combination of parameters 4) Application of Random Forest classifier 5) Dimensionality reduction using PCA

Sliding window functions for processing iterative timeseries data in python.

A workaround for InfluxDB CQ's

Pointcloud-based frontier exploration using ROS, PCL and C++.

Collect data from Prometheus and downsampling