Internship : Deep Learning Internship
OutsightFrance1 day ago
InternshipRemote FriendlyEngineering, Information Technology
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Outsight’s software solutions track the motion of people and vehicles using 3D LiDAR data.
Operators of transportation hubs like airports and train stations but also sport venues, road infrastructures and industrial sites can now access accurate and anonymous Spatial Intelligence data, in order to improve operations and increase user safety and satisfaction.
Our international team of scientists and engineers drive the development of our solutions from Paris, San Francisco, Sophia-Antipolis (Nice) & Hong Kong. To support our global outreach, we also operate a commercial office in Spain.
You can find below an interesting link about who we are and what we do :
Insights about Outsight
Our Passenger Flow Traffic Monitoring solution is trusted by the world’s leading airports and train stations across four continents, including the most renowned hubs celebrated for their operational excellence and exceptional passenger experience. We also deploy our solutions in other markets such as Tourism, Retail and Sports.
Additionally, our Car Traffic Remote Monitoring product is trusted by several Tier 1 customers, including BMW.
Position Overview
We are seeking a motivated research intern to explore state-of-the-art (SOTA) methods for person tracking using LiDAR data. This internship will focus on investigating, prototyping, and benchmarking algorithms capable of detecting and tracking individuals in real-world environments using LiDAR point clouds, without reliance on camera or radar data.
Responsibilities
Conduct a literature review of recent advancements in LiDAR-based person detection and tracking.
Implement and experiment with SOTA algorithms (e.g., point cloud processing, deep learning-based trackers).
Evaluate performance across our datasets or simulated environments.
Compare approaches in terms of robustness, scalability, and real-time feasibility.
Requirements for the role
Currently pursuing a degree in Computer Science, Robotics, Electrical Engineering, or related field.
Strong background in machine learning, computer vision, or robotics.
Proficiency in Python and deep learning frameworks (e.g., PyTorch, TensorFlow).
Familiarity with tracking algorithms (Kalman filter, particle filter, or deep tracking approaches).
Strong analytical and problem-solving skills.
Why join us?
Be part of the team pioneering Spatial Intelligence solutions at unprecedented scale—the breakthrough technology transforming how the world’s most prestigious airports, infrastructure operators, and smart cities understand and optimize physical flows.
As a 7-time Gartner-recognized category-defining leader with dozens of global awards including “Edge AI Product of the Year,” “LiDAR Leader Award,” “CES Best of Innovation” and many more, we’re backed by 37 patents and deployments with the most prestigious (and challenging) customers across four continents.
Join our international team of world-class experienced engineers and business leaders solving humanity’s most complex spatial challenges, from passenger flow optimization to autonomous robotics coordination, while working at the cutting edge of 3D AI, LiDAR perception, and real-time analytics.
Supported by rock-solid investors including BNP Paribas, BPI France, Energy Innovation Capital and Demeter who back our long-term vision, this is your opportunity to shape how physical and digital worlds interact, with the resources, growth trajectory, and technical challenges that will accelerate your career in ways traditional companies cannot offer.
Outsight is an Equal Employment Opportunity employer that pursues and hires a diverse workforce. Outsighters don't make employment decisions on the basis of race, color, religion, ethnic or national origin, nationality, sex, gender, gender identity, sexual orientation, disability, age, military status, or any other basis protected by local, state, or federal laws. Outsight also strives for a healthy and safe workplace, and prohibits harassment of any kind. If you have a disability or special need that requires accommodation, please let us know.
Add a comment
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.
Operators of transportation hubs like airports and train stations but also sport venues, road infrastructures and industrial sites can now access accurate and anonymous Spatial Intelligence data, in order to improve operations and increase user safety and satisfaction.
Our international team of scientists and engineers drive the development of our solutions from Paris, San Francisco, Sophia-Antipolis (Nice) & Hong Kong. To support our global outreach, we also operate a commercial office in Spain.
You can find below an interesting link about who we are and what we do :
Insights about Outsight
Our Passenger Flow Traffic Monitoring solution is trusted by the world’s leading airports and train stations across four continents, including the most renowned hubs celebrated for their operational excellence and exceptional passenger experience. We also deploy our solutions in other markets such as Tourism, Retail and Sports.
Additionally, our Car Traffic Remote Monitoring product is trusted by several Tier 1 customers, including BMW.
Position Overview
We are seeking a motivated research intern to explore state-of-the-art (SOTA) methods for person tracking using LiDAR data. This internship will focus on investigating, prototyping, and benchmarking algorithms capable of detecting and tracking individuals in real-world environments using LiDAR point clouds, without reliance on camera or radar data.
Responsibilities
Conduct a literature review of recent advancements in LiDAR-based person detection and tracking.
Implement and experiment with SOTA algorithms (e.g., point cloud processing, deep learning-based trackers).
Evaluate performance across our datasets or simulated environments.
Compare approaches in terms of robustness, scalability, and real-time feasibility.
Requirements for the role
Currently pursuing a degree in Computer Science, Robotics, Electrical Engineering, or related field.
Strong background in machine learning, computer vision, or robotics.
Proficiency in Python and deep learning frameworks (e.g., PyTorch, TensorFlow).
Familiarity with tracking algorithms (Kalman filter, particle filter, or deep tracking approaches).
Strong analytical and problem-solving skills.
Why join us?
Be part of the team pioneering Spatial Intelligence solutions at unprecedented scale—the breakthrough technology transforming how the world’s most prestigious airports, infrastructure operators, and smart cities understand and optimize physical flows.
As a 7-time Gartner-recognized category-defining leader with dozens of global awards including “Edge AI Product of the Year,” “LiDAR Leader Award,” “CES Best of Innovation” and many more, we’re backed by 37 patents and deployments with the most prestigious (and challenging) customers across four continents.
Join our international team of world-class experienced engineers and business leaders solving humanity’s most complex spatial challenges, from passenger flow optimization to autonomous robotics coordination, while working at the cutting edge of 3D AI, LiDAR perception, and real-time analytics.
Supported by rock-solid investors including BNP Paribas, BPI France, Energy Innovation Capital and Demeter who back our long-term vision, this is your opportunity to shape how physical and digital worlds interact, with the resources, growth trajectory, and technical challenges that will accelerate your career in ways traditional companies cannot offer.
Outsight is an Equal Employment Opportunity employer that pursues and hires a diverse workforce. Outsighters don't make employment decisions on the basis of race, color, religion, ethnic or national origin, nationality, sex, gender, gender identity, sexual orientation, disability, age, military status, or any other basis protected by local, state, or federal laws. Outsight also strives for a healthy and safe workplace, and prohibits harassment of any kind. If you have a disability or special need that requires accommodation, please let us know.
Add a comment
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.
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