harimkang,Harim Kang,github

👋 Hi all, I'm Harim, AI R&D Engineer working at

💡 Current Interests

Computer Vision, Semi-SL, Multi-Modal, Generative Model
A new application using an existing model or task
DevOps/MLOps
Various ideas (Multiple projects that benefit the common good)

💜 About Me

AI R&D Engineer at Intel (2021.6~)

[Research] Semi-SL for multi-class classification
[Research] Class-Incremental Learning for Detection & Instance Segmentation
[Dev] Developer of Model-Preparation-Algorithm
[Dev] Developer of OpenVINO Training Extension (OTX)
- Responsible for the Semi-SL Classification algorithm - Link
- OTX v1.0 CLI (Overall Design & Implementation)
- OTX v2.0 API/CLI Design
[Dev] Contribution
- Geti
- Geti-sdk
- Anomalib

SW Engineer (Contract workers dispatched to Intel) (2020.5~)

[Dev] Microservices (API) Integration & E2E test validation of Intel Product: QA Validation
[Dev] Contributor of Datumaro
- Implement a sampler that performs sampling to consider the balance of the class

🌀 Languages

📬 Contacts

Harim Kang's Projects

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

coding-interview-problems

This is a code for solving problems in preparation for a coding interview.

datumaro

Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.

food-image-classifier

Food classifier trained the inception_v3 model

geti-sdk

Software Development Kit (SDK) for the Intel® Geti™ platform for Computer Vision AI model training.

lstm-prediction

LSTM Prediction for time series data (jean sales data set) using matlab

mmdetection

OpenMMLab Detection Toolbox and Benchmark

open-cv-ui

UI proposal project when streaming using open-cv

opencv-with-zoom

This code adds camera streaming, zooming, image capturing, and video recording using openCV.

real-time-style-transfer-opencv

Convert background to style transfer in real time

scikit-learn-example

Analyze and predict various data to learn how to use Scikit-learn

training_extensions

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

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