Clearly I’ve been on HuggingFace (🤗) lately. I wanted to share some of the thoughts I’ve had on the topic of applied machine learning (ML) based on some of my research. I’m trying to think up use cases for applied machine learning solutions. Inverted Problem Solving of Deep Reinforcement Learning Something I find fascinating with… Continue reading Uses for Machine Learning Agents 🤖
Category: Machine Learning
Topics involving machine learning techniques
Explaining Hugging Face 🤗
I’ve had the pleasure of explaining hugging face to a few software developer friends of mine. I figured it was worth writing down what I explained to them. At this point I have under a month of experience. Hugging Face (🤗) is a platform to share various models. It was started originally in 2016 by… Continue reading Explaining Hugging Face 🤗
Fine-tuned Pretrained AI Models Afford Futuristic Software Capabilities for Edge Apps
I believe one flavor of software that will become more common over time is software that uses (multiple) fine-tuned pretrained AI models as libraries to provide stochastic reasoning capabilities intended to be run on edge computing applications. I realized that was exactly what I was doing while recently building with MediaPipe and Unity, where the… Continue reading Fine-tuned Pretrained AI Models Afford Futuristic Software Capabilities for Edge Apps
Useful Enums for MediaPipe Hand and Pose Landmarker Model
I’ve been working with Google’s MediaPipe which is a augmented reality (AR) library that can be used on low power devices (such as a phone). Basically MediaPipe is a collection of pre-trained AI that lets a developer do some interesting things. You can use it for single images or video sources such as a webcam.… Continue reading Useful Enums for MediaPipe Hand and Pose Landmarker Model