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Category: Deep Learning

Bringing BearID to Ecuador

July 11, 2024July 22, 2024 Ed Miller BearID Project, Deep Learning, In the Field, News bear research, BearID Project, Machine Learning
Bringing BearID to Ecuador

I spent a 4-week sabbatical from Arm with co-director, Mary Nguyen, helping researchers in Ecuador accelerate their camera trap analysis with AI. Our main collaborator

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AI for Bears Challenge

May 30, 2024July 22, 2024 Ed Miller BearID Project, Deep Learning Machine Learning
AI for Bears Challenge

In April of 2024, the BearID Project hosted an AI for Bears Challenge with FruitPunch AI. The challenge was sponsored by Arm and included partners

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BearID at AWS re:Invent

December 8, 2022July 22, 2024 Ed Miller BearID Project, Deep Learning AWS, BearID Project, Machine Learning
BearID at AWS re:Invent

Due to my work on the Bearcam Companion web application running on AWS, I was invited to be an AWS Hero. As part of this

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Bearcam Companion

October 1, 2022July 22, 2024 Ed Miller BearID Project, Deep Learning AWS, BearID Project, Brooks Falls, Computer Vision, Machine Learning
Bearcam Companion

In early 2022, I became a member of the AWS Community Builders program. As part of the program, I received credits for AWS services. I

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Object Detection with Azure Custom Vision

October 31, 2020October 31, 2020 Ed Miller #AIforEarth, Azure, BearID Project, Deep Learning AI for Earth, Azure, Classification, Computer Vision, Custom Vision, Machine Learning, Object Detection, Tech4Wildlife
Object Detection with Azure Custom Vision

Object detection with minimal code using Microsoft Azure Custom Vision SDK.

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No-Code Image Classification with Azure Custom Vision

September 6, 2020September 6, 2020 Ed Miller #AIforEarth, Azure, BearID Project, Deep Learning AI for Earth, Azure, Classification, Computer Vision, Custom Vision, Machine Learning, Object Detection, Tech4Wildlife
No-Code Image Classification with Azure Custom Vision

Creating an image classifier without writing any code using Microsoft Azure Custom Vision.

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BearID to Go

July 14, 2020July 14, 2020 Ed Miller BearID Project, Deep Learning
BearID to Go

Deploying BearID to laptops for use in the field using Docker.

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Too Good To Be True

September 17, 2018October 1, 2018 Ed Miller BearID Project, Deep Learning
Too Good To Be True

When things seem little to good to be true with your deep learning model, they probably are too good.

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Deep Cleaning: It’s a real bear!

April 13, 2018May 6, 2018 Ed Miller Deep Learning
Deep Cleaning: It’s a real bear!

Managing data for a deep learning project can be a real bear. This article examines our approach to managing the data for the BearID application.

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BearID Backstory

April 2, 2018October 31, 2020 Ed Miller Deep Learning
BearID Backstory

This is the story of how two Silicon Valley techies started developing BearID, an open source deep learning application to identify individual brown bears.

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Recent Posts

  • Bringing BearID to Ecuador
  • AI for Bears Challenge
  • BearID Project update on Explore.org
  • BearID at AWS re:Invent
  • Bearcam Companion

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