We are building one of the largest machine learning projects in the drone industry. The job has 2 main components: primary dataset generation and secondary training models. Strong expertise in deep learning is required.
Key Highlights
Key Responsibilities
Technical Skills Required
Benefits & Perks
Job Description
Location: Ho Chi Minh City, Vietnam - Visa sponsorship and relocation for any nationality
About OneSec
OneSec is a leading innovator in drone technology, specializing in AI powered autonomous delivery drones. We are dedicated to pushing the boundaries of what's possible in aerial robotics and control systems. We are opening an office in Ho Chi Minh City and are committed to advancing the capabilities of aerial vehicles.
Check out our website OneSec.com for more info
Job Description
OneSec is building one of the largest machine learning projects in the drone industry. With our own photorealistic flight simulator, and a fleet of prototype drones, we are building one of the largest depth perception datasets in the world, with 150 million training samples.
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The job has 2 main components:
Primary: Dataset generation: using open source AI models to generate pseudo labels for a large image dataset. Generating synthetic stereo images from images with depth map. Filtering large public datasets like LAION-5B.
Secondary: Train models, modify model architecture etc.
Requirements
- Strong expertise in deep learning
- Experience with computer vision and CNNs (resnets etc)
- Experience with PyTorch & CUDA
- Good generalist tech skills: cloud infrastructure, image processing etc.
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Why Join OneSec?
- Work in an exceptionally talented team
- Attractive salary & stock option package
- Work on cutting-edge autonomous drone technology
- State-of-the-art development tools & equipment
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