Lina Avancini Colucci

Published in Infinity AI

·Pinned

Infinity AI raises $5M seed round to build automatic synthetic training data

Announcing our fundraise Today, I’m thrilled to announce that we’ve raised a $5M seed round led by Diana Kimball Berlin at Matrix. Some great founders and operators are also participating, from companies like Snorkel AI, Tesla, and Google. These leaders have personally experienced the problem that Infinity solves and see in Infinity the…

Startup

6 min read

Infinity AI raises $5M seed round to build automated synthetic training data

Startup

6 min read

Published in Edge Analytics

·Pinned

The Beginning of Infinite Data: How to generate infinite synthetic training data for computer vision

Written by Lina A. Colucci, Sidney Primas, & Andrew Weitz at Edge Analytics It’s no secret that big companies make use of user data to train their machine learning models. Google and Facebook have a billion new images per day uploaded to their servers. The cute cat image you uploaded…

Machine Learning

7 min read

The Beginning of Infinite Data: Generating Infinite Training Data for Computer Vision

Machine Learning

7 min read

Published in Infinity AI

·Aug 10

Highlights from Q2

July 11, 2022 We had the opportunity to reflect on our last quarter of progress at our recent board meeting and wow… we’ve done a lot! Here are 3 of the highlights: 1. We built a significant back-end system In the past 3-months, we built a back-end system that allows us to deploy any generator app as…

Startup

2 min read

Startup

2 min read

Published in Infinity AI

·Jun 10

Infinity AI: For ML engineers, by ML engineers

Our mission at Infinity AI is to build data-centric tools that accelerate progress in machine learning (ML). The past 7 years have seen massive commoditization of cutting-edge deep learning models due to the release of open-source, model-centric frameworks like Tensorflow (2015), Pytorch (2017), and HuggingFace’s model platform (2019). …

Startup

5 min read

Infinity AI: For ML engineers, by ML engineers

Startup

5 min read

Feb 18

iOS 14 Vision Body Pose Detection: Count Squat Reps in a SwiftUI Workout App

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Philipp Gehrke

Great article!

Great article! I've run into issues where off-the-shelf pose estimation models don't work very well on a lot of fitness exercises (pushups, sit ups, supine poses, etc.). And those experiences actually motivated me to create a dataset to help solve the problem! If you're interested in training/fine-tuning pose estimation models for fitness, check out this open-source dataset we created. It has 1k videos of exercises with rich labels like 2D/3D keypoints, rep counts, joints angles, segmentation, and more.

1 min read

If you're interested in training/fine-tuning pose estimation models for fitness, check out this open-source dataset we created. It has 1k videos of exercises with rich labels like 2D/3D keypoints, rep counts, joints angles, segmentation, and more.

Download the open-source fitness dataset: https://toinfinity.ai/infiniterep

Published in Infinity AI

·Jan 31

InfiniteRep: An open-source synthetic dataset for remote fitness and PT applications

If you build machine learning (ML) models for fitness or physical therapy (PT) applications, you know that off-the-shelf pose estimation models (like BlazePose) do not work well in production. There are simply too many poses and environmental variables that the model fails on. We know because we tried. Here at…

Computer Vision

5 min read

InfiniteRep: An open-source synthetic dataset for remote fitness and PT applications

Computer Vision

5 min read

Published in Infinity AI

·Nov 12, 2021

Fake it ’til you make it — the advantages of using synthetic data in computer vision models

Written by Lina Colucci, Brinnae Bent, and Andrew Weitz Collecting and labeling real-world data is an expensive and time consuming prerequisite to training machine learning (ML) models. Generating synthetic data, on the other hand, leapfrogs the traditional data collection and labeling process. In this article, we will introduce synthetic data…

Synthetic Data

6 min read

Synthetic Data

6 min read

Published in Edge Analytics

·Oct 28, 2021

Introducing Infinity AI and the Pixelate API

The Synthetic Data API for Computer Vision Teams — Here at Edge Analytics, we are always innovating to stay on the cutting Edge. You may remember our blog this past spring where we used synthetic data to outperform Google’s human pose estimation model. …

Computer Vision

2 min read

Introducing Infinity AI and the Pixelate API

Computer Vision

2 min read

Published in Infinity AI

·Oct 28, 2021

Introducing Infinity AI and the Pixelate API

Computer Vision

2 min read

Computer Vision

2 min read

Published in Edge Analytics

·Sep 2, 2021

Summer Newsletter: Reflections on Growth

Edge Analytics Summer 2021 Newsletter — This newsletter was originally published via email on September 1, 2021. If you want to subscribe to future newsletters, please sign up here. Reflections on Growth As a kid, did you have crazy growth spurts over the summer? …

Data Science

5 min read

Data Science

5 min read