Computer Vision Consultant
⚲ New Delhi
Wymagania
- Machine Learning (ML)
- transformation
- PyTorch (Python)
- training
- TensorFlow
- Segmentation (Data Science)
- User interface (UI)
- NumPy (Python)
- Deep Learning
- Python
Opis stanowiska
Introduction & Summary: We are seeking a highly skilled Computer Vision Consultant with 4 to 5 years of relevant experience in programming, image processing, and deep learning. The ideal candidate will possess a strong foundation in Python and its libraries, enhancing the performance of machine learning and computer vision applications. Alongside a solid technical background, the consultant should demonstrate expertise in handling complex image processing tasks and implementing deep learning frameworks. Main Responsibilities: • Develop and optimize algorithms for image processing and computer vision tasks. • Design and implement graphical user interfaces using PyQT. • Utilize CUDA servers and GPUs for efficient algorithm training. • Conduct image processing techniques including edge detection and camera calibration. • Analyze and interpret 2D/3D LIDAR data. • Implement object detection methods and semantic segmentation algorithms. • Collaborate with cross-functional teams to deliver impactful solutions. Key Requirements: • 4 to 5 years of experience in programming, specifically Python. • Proficient in Python libraries: Numpy, Scipy, Opencv. • Experience with PyQT for graphical user interface development. • Hands-on experience in image processing techniques and algorithms. • Familiarity with deep learning libraries: Tensorflow, Pytorch, keras. • Strong understanding of object detection methods such as Yolo, SSD, FRCNN, and RCNN. • Knowledge of semantic segmentation algorithms. • Experience with 2D/3D LIDAR data analytics. Nice to Have: • Familiarity with additional machine learning frameworks. • Experience in parallel computing and performance optimization. • Knowledge of software development methodologies. • Ability to work in multi-disciplinary teams. Other Details: This is a remote consulting position with a flexible duration. The role is suited for candidates looking to work in a dynamic and innovative environment within the tech industry.