Meta(Meta Platforms)岗位:Computer Vision Engineer Intern, Advanced Manufacturing (Reality Labs) Responsibilities
Build and train models that detect anomalies and defects in machined and printed parts from camera images.
Develop methods that match captured images or 3D scans of physical parts to their source CAD models, to identify parts and compare what was built against what was designed.
Prototype camera monitoring for CNC machines and 3D printers that catches setup errors, tool or fixture collisions and failing prints early enough to stop the machine.
Deploy and maintain networked camera systems across the lab, covering capture, storage and the pipeline from camera to model.
Build tools that generate and augment training data, including synthetic images rendered from CAD and automated capture rigs.
Measure how the models perform on real lab data and share the results with the team.
Minimum Qualifications
Currently has, or is in the process of obtaining, a Bachelor's, Master's or PhD degree in Computer Science, Electrical Engineering, Mechanical Engineering, Mechatronics, Robotics or a related field
Computer vision or deep learning experience from coursework, research or projects (detection, segmentation, anomaly detection, pose estimation)
Experience programming in Python with a deep learning framework such as PyTorch
Experience with image processing libraries such as OpenCV
Intent to return to a degree program after the internship
Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment
Preferred Qualifications
3D vision experience: point clouds, depth cameras, multi-view geometry, or aligning scans to CAD models
Experience deploying cameras on a network (IP cameras, RTSP streams, edge devices such as NVIDIA Jetson) or running models in real time
Experience generating synthetic training data (Blender, rendering from CAD, domain randomization)
Experience with anomaly detection when there are few or no examples of defects
Projects in industrial inspection, robotics or machine monitoring
Comfortable working across disciplines, including hands-on with machinists on a shop floor
Familiarity with CAD tools (Fusion 360, SolidWorks, NX) and 3D file formats such as STEP and STL
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For those who live in or expect to work from California if hired for this position, please click here for additional information.
United States of America:$6,688/month to $11,880/month + benefits
Individual compensation is determined by skills, qualifications, experience, and location.
Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable.
In addition to base compensation, Meta offers benefits.
Learn more about benefits at Meta.
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You may view our Equal Employment Opportunity notice here.
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Equal Employment Opportunity Metais proud to be an Equal Employment Opportunity employer.
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You may view our Equal Employment Opportunity notice here.
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