Computer Vision Engineer

3 weeks ago

Hyderabad, India Solar Industries India Limited Full time

Job Role : Computer Vision Engineer

Location : Hyderabad R&D Centre (Onsite)


Job Purpose:

To Develop state of the art algorithms in the fields of Computer Vision, Machine Learning and Deep Learning to provide software specifications and production code for different projects and to work on edge devices and frameworks like CUDA, TensorRT, NVIDIA computer vision SDKs.


Accountabilities & Major Activities:


Dataset collection and annotation

  • Creating suitable dataset for the model training purpose.
  • Annotate the objects in images.

Object Detection, Recognition, Identification

  • Develop AI based state-of-the-art algorithms for object detection/classification, target tracking.
  • Optimize deep neural networks and the associated preprocessing/ postprocessing code to run efficiently.
  • Working on deep learning framework like TensorFlow, PyTorch, TensorRT
  • Model training and deployment on Nvidia edge device.

Hardware (Image Processor)

  • Working on GPU technologies and frameworks like –CUDA, NVIDIA computer vision SDKs.
  • Working with Color/ Thermal camera
  • Working with hardware communication interface e.g. RS422, ethernet, USB etc.
  • Real-time Video streaming and video compression
  • Development of Image processing algorithm on FPGA board

Computer vision & Image processing

  • Development of various image and video processing algorithms using OpenCV with C++ and python.
  • Good exposure to Deep Learning, CNN, YOLOv5, YOLOv8, MobileNet, etc.
  • model compressing and pruning in deep learning.


Skills & Knowledge:


  • B.Tech (EE/CS/EC/AIML), M.Tech (CS, Signal Processing, AIML, VLSI, Mechatronics) and related to this field.
  • Required experience: 0.6 - 2 years as a computer vision engineer.
  • Experience in object detection/classification and tracking.
  • Knowledge of OpenCv, Machine learning, Deep learning, image processing.
  • Knowledge of framework like TensorFlow, PyTorch.
  • Proficiency in coding: C++, Python
  • Experience of AI model deployment on Nvidia edge devices Jetson Nano, Xavier, Orion etc.
  • Experience in GPU technologies, model optimization and frameworks –CUDA, TensorRT.
  • Hands on experience of image and video processing on FPGA board is desirable.
  • A deep understanding of image processing and video processing.

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