Pose estimation of rat and mouse using CoreML

Final product: iOS application that takes the camera video as an input and gives a defined score as an output


1. Create a ML model using the motor scoring sheet of mouse and rats and videos (to be provided) following [login to view URL]

2. Port this model into CoreML of iOS

[login to view URL] a video (either from the Photo library on the phone or Real-time camera) of the animal

4. Output a motor score for the animal


Most of the work has been done, and needs to be adapted: [login to view URL]

Rat and mouse motor scores, definitions of "slight" "frequent" etc. are defined in the mouse PDF.

Some videos:

[login to view URL]

[login to view URL]

I can provide MORE videos for testing and there are additional areas for tracking of behaviours from an mounted aerial camera (watching the animals move around), and also watching the animals eat up close -- if you do a good job on the project above, we can work together on a larger scale project.

Compétences : iPhone, Mobile App Development, Swift

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Concernant l'employeur :
( 1 commentaire ) NORTH YORK, Canada

Nº du projet : #24103369

2 freelance font une offre moyenne de $140 pour ce travail


Hello I am very interested this project since i also worked with many Pose Estimation projects before. Here are my question 1. As you know that Github model is just CoreMl to recognize only humans. Will you provide Plus

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Hello I have read your job description and applied with my skills and experiences on this project. Your project is a perfect match with my skills and experiences. I am an expert in swift/objective-c and java programmi Plus

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