2021 Q1

Workflows

• Pipedream IFTTT like apps

Tips

• Click the beginning of the code block, then Shift+Click the end. That will select the entire block, which you can then copy normally.

Open Source Blog

• Console

Decentralized

• Skynet: The decentralized CDN and file sharing platform (like IPFS)

Gmail

• Simple html only gmail

App List

• Postmake

Functional Web

• Bearchip: Search NoCode tools, bare chip fast.

Ensembling

• Ensembling is the use of several independently trained models to form an overall prediction. The basic idea of ensembling is that individual models have weaknesses in different areas, which are compensated by the combination with predictions of other independently trained models. Possible ensembling strategies are e.g. majority voting, the use of a weighted average based on classifier confidences, or simply using the arithmetic mean of several predictions of different models and model architectures

Learning

• LearnAwesome.org

Desktop

• Deskreen Deskreen is a free desktop app that makes any device with a web browser a second screen over WiFi. Deskreen can be used for mirror entire display to any device that has a web browser.

Food

• Home - Wozi: Plant-based Flavor Enhancer : Miracle Berry

Microcontroller and Python

• adafruit/circuitpython: CircuitPython - a Python implementation for teaching coding with microcontrollers

• CircuitPython

Statistical Tools

• Shiny Server Daniel Lakens: Recovering data from summary statistics, App to perform simulation based power analysis for ANOVA designs

Flight Dynamics

• marek-cel/mscsim: Flight dynamics simulation software.

CNN Sliced Inference

obss/sahi: A vision library for performing sliced inference on large images/small objects

Deep Learning Noise Cancellation

• werman/noise-suppression-for-voice: Noise suppression plugin based on Xiph's RNNoise

LORA

Meshtastic An open source, off-grid, hiking, climbing, skiing, GPS mesh communicator. Similar to disaster.radio

Web-based Local Only Editor

• Hush Docs

  • j-berman/hush-docs: Offline-first, private Google Docs alternative.

• PrivaNote

  • PortabellaInc/privanote: Offline first, end-to-end encrypted note taking.

Machine Learning: Action Recogntion

• TwentyBN/sense: Enhance your application with the ability to see and interact with humans using any RGB camera.

Robot: Farming

• FarmBot Open-Source CNC Farming

Segmentation

• One-Shot Medical Image Segmentation: All you need is one labeled image

• Dense cellular segmentation for EM using 2D–3D neural network ensembles Scientific Reports

  • Dense cellular segmentation for EM using 2D-3D neural network ensembles leapmanlab.github.io

Deep Learning : Review on Review

• DL Surveyception: a survey of overviews, reviews and surveys in deep learning for computer vision, time-series and others - HackMD

Timezone

• Every Time Zone: time zone converter, compare time zone difference and find best time for a meeting with one click

Machine Learning Blog

• Weights & Biases

• 2021 Cheat Sheets: Data Science and Machine Learning Cheat Sheet

Downloader

• rand-net/khan-dl: Download courses from khanacademy.org

Research

• Deep learning framework for subject-independent emotion detection using wireless signals

Adversarial AI

• adversarial.io–Fighting mass image recognition

Face Recognition

• exadel-inc/CompreFace: Free and open-source face recognition system from Exadel

Notebook

• The Collaborative Data Science Platform Mode

ML Tools

• RapidMiner Best Data Science & Machine Learning Platform

  • Machine Learning and RapidMiner Tutorials RapidMiner Academy

  • Online Certification RapidMiner Academy

AI Learning

• Data Science and Cognitive Computing Courses - Cognitive Class Free Courses in Data Science, AI, Cloud Computing, Containers, Kubernetes, Blockchain and more.

Data Tools

• Gephi - The Open Graph Viz Platform

• Orange Data Mining - Data Mining

3D Reconstruction

• MyHeritage Deep Nostalgia™, deep learning technology to animate the faces in still family photos - MyHeritage

• AliaksandrSiarohin/first-order-model: This repository contains the source code for the paper First Order Motion Model for Image Animation

• First order model

Portable Server

• redbean

Fonts

• Google Fonts

ML Project

• bpwilcox/bw-projects: A collection of robotics, control, and machine learning relevant projects over the years

Visual Programming

• PrograMaker

Webmention

• Bridgy

• Webmention.io

• F5Bot - Get an email when you're mentioned online!

Downsampling Timeseries Chart

• Simplify.js - a high-performance JavaScript 2D/3D polyline simplification library

• Flot - Downsample Plugin

• https://d3fc.io/examples/sample/

3D Processsing

• Point Cloud Library The Point Cloud Library (PCL) is a standalone, large scale, open project for 2D/3D image and point cloud processing.

Distributed Storage

• Diode™ - Reclaim Your Digital Sovereignty

Machine Learning Geophysics

• Neural-networks for geophysicists and their application to seismic data interpretation

PC Based Object Tracking

• nuchi/multi_object_tracking: Multi-object tracking of water fleas from video. Detects dark blotches on light background, performs multi-object association, tracks them with Kalman filters.

• Critter.Camera

Alternative to Simulink

• OpenModelica

• Scicos from Scilab

AI Benchmark

• AI-Benchmark

Deep Learning in C

• NN-512

Lowlight Image Enhancement with Deep Learning

• Rishit-dagli/MIRNet-TFJS: TensorFlow JS models for MIRNet for low-light image enhancement.

Hacker Blog

• samy kamkar - home

Paper

• Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image

• face-vid2vid

Email flooder

• Foob's Flooder

AI Draw

• Quick, Draw!

• googlecreativelab/quickdraw-dataset: Documentation on how to access and use the Quick, Draw! Dataset.

• jayelm/bad-flamingo: Fool the computer, but not your friends! Adversarial "Quick, Draw"

Syllabus

• Open Syllabus: Galaxy

Renewable

• QBlade Wind Blade Design Simulation

Spice Index

• Burlap & Barrel - Beautiful Spices, Equitably Sourced

• Geographic Spice Index

• Spice Up The World—Google Arts & Culture

Ideas Generator

• I wish there was an app...

Research

• Self-supervised Video Object Segmentation by Motion Grouping

Google Search

• Internet Search Tips · Gwern.net

Keyboard Tools

• brookhong/Surfingkeys: Map your keys for web surfing, expand your browser with javascript and keyboard.

OS in Browser

• Virtual x86

• JSLinux

• Demo–Boxedwine

Google Fu Search

• Internet Search Tips · Gwern.net

Geocoder (Text Info to Coordinate)

• Pelias Geocoder

• Gisgraphy

• Nominatim

• OpenCage Geocoder - Easy, Open, Worldwide, Affordable Geocoding

Research

• NN for estimating Sinus Signal

• The Fourier transform is a neural network sidsite

Anticounterfeit

• EURion constellation - Wikipedia

  • Anti Counterfeit Measures

  • One of the measures that prevent counterfeitting of banknotes.

  • The currency-detection algorithms implemented by software packages (such as Adobe Photoshop and in Printer/Copier) are sophisticated and multi-level. Obfuscation of the Eurion, distortion, or even removal in some cases, still allows the package to detect that the image is that of currency. This implies other detection techniques are also employed

HTML

• My current HTML boilerplate - Manuel Matuzović

Sensor