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Apple Computer Vision Deep Learning Engineer United States, West Virginia 120661039
Today
Model Development: Design, implement, and optimize deep learning models for various tasks in the field of 3D visionResearch:Contribute to the development of algorithms and models within the domain of 3D visionImplement and validate models using various data setsInvestigate the application of unsupervised data and knowledge distillation techniques to improve the performance of machine learning modelsConduct research to explore novel techniques and algorithmsStay updated with recent advancements in the fieldDesign and apply various metrics to evaluate your workData Analysis:Prepare, filter, process, and analyze large-scale datasets to train and evaluate modelsAnalyze the results of your algorithm and compare with other leading methodsAlgorithm Optimization:Optimize models for real-time performance and resource efficiency
- Solid base in computer vision, machine learning, and deep learning
- Knowledge in the field of 3D computer vision techniques (e.g. stereo, structure from motion, Camera model)
- Proficiency in Python and deep learning frameworks (e.g. PyTorch)
- Experience in working with large scale datasets
- Experience with optimizing models in both size and runtime
- PhD or Master's degree in Computer Science, Electrical Engineering, or related field
- Publications in top-tier computer vision conferences (CVPR, ICCV, ECCV)
- Analytical and detail-oriented with a curiosity about problem-solving
- Proficient in both written and verbal communication
- Ability to work both autonomously and collaboratively
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