3c Computer Vision Engineer
il y a 2 semaines
**About us**
Founded in 2021, Allisone’s core mission is setting up the future of dentistry by using Computer Vision and Deep Learning, and is simplifying dental practice as well. Allisone is a digital assistant that will never get tired of X-ray analysis and will bring safer and faster diagnosis.
We are looking for our first **3D Computer Vision Engineer** It’s only the beginning of a great adventure. We are 23 employees today, based in France, and we are going to start scaling this year in Europe. It’s the opportunity to join a young start-up and become the first person to work on our 3D concept.
As a **3D Computer Vision Engineer**, you will:
- Develop innovative Machine Learning algorithms for various problems in 3D data processing ranging from 3D Matching and Similarity to 3D Reconstruction, Recognition and Scene Understanding
- Work in a team to develop 3D vision products
- Research the latest 3D sensing, reconstruction, metrology technologies
- Build innovative 3D products based on:
1.Nano-precision digital holography
2.High resolution chromatic confocal imaging, scanning confocal imaging
3.High-precision white light interferometry, laser interferometry
4.High speed stereo, structural light imaging
- Design and optimize the performance of ML algorithms for specific 3D sensors, hardware and stack of software technologies
- Investigate the industrial and academic technological trends on 3D Machine Learning and 3D Deep Learning, sensor intelligence, and related technologies
- Investigate design approaches, prototype new technology, and evaluate technical feasibility for state-of-the-art ML and DL algorithms
- Collect, prepare and analyze big data specific for the task
- You are interested in working with Computer vision problems involving 3D Point Clouds, Images and Mesh datasets
- Work CBCT images (Cone-Beam CT, 3D volumetric data reconstructed from 2D slices)Work on 3D reconstruction algorithms from intra-oral Scans
**About you**:
- Masters or PhD in 3D Computer Vision
- You are proficient in Python and can implement algorithms using relevant Machine Learning libraries (PyTorch, TensorFlow)
- You are expert in:
3D Deep Learning and Machine Learning algorithms
2D/3D robust feature tracking
3D point cloud fusion
- Optimization of GPU algorithms
- You have Industrial experience in ML development and production level deployments
- You have any knowledge about Robotics, 3D Vision for Autonomous cars, Object segmentation or proficiency in C++ (this is a plus, not required)
**Nice to have**:
- You are interested in Computer Vision applied to Medical Imaging
- You are proficient in English
- You are a team player
Type d'emploi : Temps plein, CDI
Salaire : 33 160,10€ à 63 151,75€ par an
Horaires:
- Travail en journée
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