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Internship – Computer Vision and Time Series Analysis

The Ocean Cleanup

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Posted over 30 days ago...

Join the mission to cleanse our oceans: Be part of an innovative team using advanced technology to tackle plastic pollution.

Overview

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No salary declared 😔

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Coolsingel 6

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Expires at anytime

Organisation Summary:
The Ocean Cleanup is on a noble quest to eliminate plastic from the world's oceans. As part of the River Team, you'll play a pivotal role in intercepting plastic waste in the planet's most polluted rivers. You'll work within the Analysis & Performance team, a group dedicated to grounding river cleaning processes in solid, data-driven decisions.

  • Monitor and analyze plastic debris using cutting-edge camera technology.
  • Apply object detection and tracking algorithms to study the movement of debris.
  • Work on large-scale data sets and utilize cloud computing for analysis.
  • Currently enrolled in an MSc program in Computer Science, Data Science, Physics, or related fields.
  • Proficiency in Python and a strong grip on deep learning and object detection.
  • Proficient in English with excellent communication skills.
  • A curious and creative thinker who is detail-oriented and a flexible team player.

MISSION TO METRICS   
The mission of The Ocean Cleanup is to develop and scale advanced technologies to rid the world’s oceans of plastic. In the River Team, we aim to intercept floating plastic from being emitted into the oceans through the most polluted rivers in the world.   

The Analysis & Performance team contributes to the success of The Ocean Cleanup by ensuring that the decision-making processes in Rivers are grounded in reliable data.   

In the Analysis & Performance team, we use cameras to monitor plastic debris and areas of plastic accumulation both on and around the river, as well as within our operations. Your role is to analyse the flow of objects in a river with cameras from different angles using object detection, particle line counting and particle image velocimetry. This dives into the fields of object detection, particle detection, classification and particle velocimetry in a real world application. 

RESPONSIBILITIES   

Your main responsibilities include:  


  • Analyse and compare particle tracking algorithms from different camera angles and camera setups. 
  • Large-scale object detection and analysis of existing algorithm and new particle tracking algorithm on existing datasets using cloud compute clusters.
  • Analyze the resulting time series by identifying outliers in detection data and derived flow speeds, and investigate the underlying characteristics of these anomalies.


PROFESSIONAL QUALIFICATIONS   


  • Enrolled in an MSc-level computer science, data science, physics or similar track. 
  • Experienced with Python 
  • Affinity with deep learning and object detection 
  • Fluent in English  


PERSONAL QUALIFICATIONS  


  • Keen to discover and apply the latest research in the domain and work to convert research into application. 
  • Curious, creative, and determined to deliver  
  • Unafraid to dive deep into technical complexities 
  • Eye for detail 
  • Flexible team player  
  • Strong written and verbal communication skills  

Note that the candidate must be enrolled at a University (MSc program) during the internship.    

DURATION: 6 months ​

STARTING FROM:   September/October 2024 

WORK PERMIT NEEDED:   European Union

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