Computer Vision/Deep learning engineer (offline)

Requirements:
— Technologies:
Mediapipe framework (Skeleton models and behavior recognition)
yolov5
CNNs
Torch
Python
OpenCV
Experience with models on edge devices

— Experience:
2+ years in CV applications;
previous experience in building high load computer vision applications;
previous experience in training and deploying of light models on EDGE device;
models distillation.


It will be a great bonus:
— Prior knowledge of C/C++/C#/Go as second language;
— Experience of development and deploying large scale distributed computer vision applications;
— Experience of development and deploying large scale distributed projects with Machine and Deep learning models;
— Experience with PyTorch and/or Tensorflow or other ML/DL libraries, (DLIB, mediapipe, scipy);

Responsibilities/about project:
— Leading the Computer vision team for model's selection, training, and finetuning,
— Searching/designing and preparing datasets for models training,

— Research, Design, development, and training of Computer Vision models for the following modules:

Identification of guns, pistols, knifes in video feeds,
People detection and recognition:
use case: face recognition - if the person was previously caught on scamming,
use case: more than 1 person present near the screen of ATM,
Behavior recognition models:
use case: person in the video frame is trying to fix/scam ATM device,
use case: fight detection,

— Participating in architectural design of a highly efficient modular platform for distributed processing of raw and compressed video feeds from 21k-200k ATMs worldwide.
— Participating in the process of testing of trained models in the fields and incremental quality improvement.
— Interaction with the product owner.

About Innohub

Innohub is a product company with deep expertise in Blockchain, AI, and Cybersecurity technologies, offering cutting edge technologies and products to solve business issues and optimize processes for governments and enterprises.

We help our customers to combine technology and their business strategies to build and develop the digital environment for their business processes. They have the opportunity to enjoy the professional approach to the process of the development of products and solutions that solve their needs.

Company website:
https://innohubgroup.com/

DOU company page:
https://jobs.dou.ua/companies/innohub/