Key skills
TensorflowTensorFlowCollaboration
About this role
Role Overview
- Develop and train a CNN model with TensorFlow for image analysis of traffic conditions.
- Integrate data from CMOS cameras and sensors.
- Design and integrate CMOS cameras, infrared sensors, GPS modules, and LiDAR units into a prototype.
- Connect these to an electrically activated film for dynamic blind screening.
- Provide guidance on safety standards, design test protocols, and analyze data from field tests with professional drivers.
- Conduct field tests with prototypes in real-life traffic conditions, collect data, and provide feedback for further development.
Requirements
- Strong ability to design electronic systems.
- Proven experience in developing electronic systems.
- Demonstrated expertise in testing electronic systems.
- Ability to ensure compliance with requirements and standards.
- Expertise in troubleshooting complex problems and problem-solving abilities.
- Experience in circuit design.
- Proficiency in using simulation software.
- Solid understanding of electronic principles.
- Deep knowledge of electronic materials.
Tech Stack
- Tensorflow
Benefits
- Opportunity to work on an innovative product that can revolutionize traffic safety.
- Flexible working arrangements and collaboration with a motivated team.
- Compensation based on project scope (negotiable within budget limits).