Computer Vision/Deep learning engineer

Опубліковано 09 липня 2021

Innohub

Продуктова компанія з офісами в Kyiv, Ukraine.

Відгукнутися на вакансію

Досвід:

1-3 роки

Формат:

Повний день

Віддалена

Напрямки:

Data Engineering

Deep Learning

Data Science & AI

Чим Ви будете займатись Обов'язки

— 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.

Що ви маєте вміти

Обов'язково

— 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.

Буде плюсом

— 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);

Схожі вакансії по спеціалізації Data Engineering, Deep Learning і Data Science & AI