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Hugo Markoff

Hugo Markoff

Hugo Markoff

Robots, Wildlife, AI and more!

Technology

Why Animal Segmentation is useful in Wildlife Conservation?

Easy method how to segment an animal on an image

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2 min read

Technology

Why Animal Segmentation is useful in Wildlife Conservation?

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2 min read

Visual steps my pipeline goes through to estimate Animal Distance from the camera - 1. original image. 2.Run MegaDetector to find animal. 3 Run Depth Anything. 4. Map Animal to Depth. 5 Find Animal Distance based on known distance
Visual steps my pipeline goes through to estimate Animal Distance from the camera - 1. original image. 2.Run MegaDetector to find animal. 3 Run Depth Anything. 4. Map Animal to Depth. 5 Find Animal Distance based on known distance
Visual steps my pipeline goes through to estimate Animal Distance from the camera - 1. original image. 2.Run MegaDetector to find animal. 3 Run Depth Anything. 4. Map Animal to Depth. 5 Find Animal Distance based on known distance

Technology

How far away is that Animal? Depth Estimation for wildlife images!

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8 min read

Sorted Cluster map of different animal classes
Sorted Cluster map of different animal classes
Sorted Cluster map of different animal classes

Technology

Animal Re-Identification for Wildlife - Tech deep dive

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6 min read

Animal Re-identification poster showing 2 jaguars
Animal Re-identification poster showing 2 jaguars
Animal Re-identification poster showing 2 jaguars

Technology

Introduction to Animal Re-identification in Wildlife

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3 min read

Wildlife Camera AI detection with unidentified animal
Wildlife Camera AI detection with unidentified animal
Wildlife Camera AI detection with unidentified animal

Technology

Using and Testing an Animal Classifier

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3 min read

Diagram of how Animal Classifiers work - input image -> MegaDetector -> Cropped image -> CNN Classifier -> Results
Diagram of how Animal Classifiers work - input image -> MegaDetector -> Cropped image -> CNN Classifier -> Results
Diagram of how Animal Classifiers work - input image -> MegaDetector -> Cropped image -> CNN Classifier -> Results

Technology

Introduction to "classical" Animal Classifiers: How They Work and What to Expect

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3 min read

Colection of images of animal detections using MegaDetector
Colection of images of animal detections using MegaDetector
Colection of images of animal detections using MegaDetector

Technology

Tech for Wildlife: MegaDetector (Part 2 of 2) – Improving MegaDetector results (Theoretical/Hypothetical) 🐾💡

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5 min read

Field with does that have been circled with AI detector
Field with does that have been circled with AI detector
Field with does that have been circled with AI detector

Technology

MegaDetector (Part 1 of 2) – Pros & Cons + Use Cases

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3 min read