ByteDance
Posted 10mo ago

3D视觉工程师-视频与边缘

ByteDance
Beijing, Beijing, China
OnsiteFull Time
Responsibilities
  • developing algorithms
  • optimizing models
  • productizing research
Requirements
  • Master's degree or higher in CS/graphics/vision/math
  • Strong deep learning skills
  • Experience with image/video 3D reconstruction or generation
  • Proficiency in PyTorch/TensorFlow and model deployment (TensorRT/ONNX)
Technical tools mentioned
PyTorchTensorFlowTensorRTONNX

Job description

1、负责相关产品的AI算法研发,如3D视频/6DoF视频、单目重建、3D/4D AIGC生成等相关工作;
2、负责关键场景的算法优化,构建高质量的模型,提升业务效果;
3、跟踪AI前沿技术进展,推动前沿技术的产品化落地。

1、获得硕士及以上学位,计算机图形学,计算机视觉,机器学习,计算机科学,计算机摄影,数学等相关专业优先;
2、扎实的深度学习功底,熟练使用PyTorch/TensorFlow,掌握混合精度、分布式训练、TensorRT/ONNX落地流程;
3、在图像/视频处理的一个或多个领域有研究和实践经验,有图像/视频生成、3D/4D重建、实时性优化等相关项目经验者优先;
4、在CV/CG领域顶级学术会议上(SIGGRAPH/CVPR/ICCV/ECCV/TOG等)发表论文者优先;
5、具有优秀的分析和解决问题的能力,对解决具有挑战性的问题充满激情,良好的沟通和团队合作能力。

About ByteDance

Developing AI-driven content platforms and mobile applications.

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