Computer vision Engineer
Budget: ₹37,500 – ₹75,000 INR
Preparing datasets for training
● Find public data and/or restructure data suitable for the project
● Responsible for design and development of different types of computer vision models that
fits the requirement.
● Understanding of different data structures and ability to convert from structure to another
● Understanding of different Deep Learning Libraries (eg. Tensorflow, PyTorch, openvino etc)
● Create functions for training and inference
● Test the inference time on different types of servers/GPUS/CPUs/Edge devices
● Build ML modules, along with accuracy, must also deliver the production workload
expectations - work with real world data, suitable inference time, compatibility with
tech-stack, work on CPUs where applicable
● Understand different types of ML problems - classification, regression, outlier detection
● Find public data and/or restructure data suitable for the project
● Responsible for design and development of different types of computer vision models that
fits the requirement.
● Understanding of different data structures and ability to convert from structure to another
● Understanding of different Deep Learning Libraries (eg. Tensorflow, PyTorch, openvino etc)
● Create functions for training and inference
● Test the inference time on different types of servers/GPUS/CPUs/Edge devices
● Build ML modules, along with accuracy, must also deliver the production workload
expectations - work with real world data, suitable inference time, compatibility with
tech-stack, work on CPUs where applicable
● Understand different types of ML problems - classification, regression, outlier detection