We specialize in solving hard problems with undefined solutions at the intersection of bits and atoms. #edgecomputing #machinelearning #datascience
Joined May 2021
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Thanks to Connor Davis for putting this informative series together 👏 We are going to miss the generative images of pipelines! 🎨 3/3
Learn about the key questions to consider when figuring out how to serve your model to users and explore different deployment methods, including @awscloud #Lambda and #SageMaker, as well as #TensorFlow Lite for #edge devices. 2/3
medium.com/edge-analytics/ml…
The final blog in our #MLOps series is out! If you're wondering how to take your #ML model out of a @ProjectJupyter notebook and into the real world, this blog covers everything you need to know. 1/3
When running thousands of #ML trials, organization can get messy. That's why model tracking is essential for making high-value insights quickly. In our latest blog, we share how we integrate our #MLOps pipeline with @wandb for model tracking. medium.com/edge-analytics/ml…
In part 3 of our #MLOps series, we discuss a few of the tools we like to use for model development. Follow along as we design and train a CNN w/ #TensorFlow, optimize hyperparameters w/ #KerasTuner, and set up a remote training session with #Ray. #ML #AI
medium.com/edge-analytics/ml…
In the latest blog in our #MLOps series, we dive into the importance of cleaning, standardizing, and appropriately formatting raw data for #ML. We discuss how building flexible, robust, and scalable #data processing pipelines can be a game-changer! #AI medium.com/edge-analytics/ml…
In the first blog of our #MLOps series, we'll be focusing on data storage. 💾🔍
Learn how we store raw data for model training and evaluation in an @awscloud #S3 bucket and access it using the #Boto3 SDK in #Python. #DataScience #MachineLearning #AI medium.com/edge-analytics/ml…
Excited to share our #MLOps blog series! 💻🔬 Learn how investing in MLOps infrastructure accelerates insights extraction, optimizes iteration time & increases trust in models. medium.com/edge-analytics/ml… #DataScience #MachineLearning
In our latest article, @ren_gibbons shares how he leveraged the Edge process of rapid iteration and early prototypes to successfully build an #IMU based #wheelie prediction #ML model in <3 days. Get ready for a thrilling ride! 🚴♂️ #DataScience #AI
medium.com/edge-analytics/bu…
In our latest blog, Edge team member @RunsData explores how these same #generative models can be leveraged in #digitalmedicine to generate better #health outcomes.
medium.com/edge-analytics/ge…
#generativeAI #AI #machinelearning #datascience #digitalhealth #healthcare
Our latest blog explores how we use the new #GPT-Edit model from @OpenAI to improve grammar + formatting in #OCR models for handwritten text transcription. Say goodbye to illegible scribbles and hello to formatted notes and summaries with GPT-Edit!
medium.com/edge-analytics/fr…
At @_EdgeAnalytics, many team members prefer handwritten notes. However, transcribing them to typed text can be painful when it's time to share. We end up either manually transcribing (⏰) or using OCR-based apps with disappointing results ("that doesn't look like my note!").
Check out our new website to learn more about how we can help your business stay ahead of the curve in the ever-changing world of technology.
Have a hard problem in mind? Reach out! We are looking for our next inspiring client partner.
Exciting news! Edge just got a makeover with a brand new website and updated logo! 💻🎉 Our focus on finding data-driven solutions to difficult problems is stronger than ever, and we can't wait to share our innovative process with you.
edgeanalytics.io
His results show that #semanticsegmentation of roads in a #data limited context can be improved using generative models.
P.S. it has an associated @GoogleColab notebook for you to explore these questions yourself!
Check out Edge’s new #blog written by Alex Browne! In it, he asks whether @StabilityAI #stablediffusion can be used to generate high quality labeled #data to make better #ML models in #computervision applications. #generativeAI
medium.com/edge-analytics/us…
2022 has been a journey! Highlights from the year include helping innovative companies create inspiring products, continuing to build a team of amazing people, and focusing on educational initiatives. Thank you for being a part of our journey! medium.com/edge-analytics/20…
Did you know that you can use @huggingface models in popular #ML frameworks #PyTorch, #TensorFlow, and #JAX? Edge team member @_CarmenLai gives a tutorial on using transformer models from Hugging Face in these three popular ML frameworks. #datascience
youtube.com/watch?v=-T_8n9er…