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๐Ÿ“ Research Interests ๐Ÿ“

Interests that I am currently interested in

๐Ÿ“ธ Computer Vision

โšก Deep Learning

๐Ÿ–ฅ๏ธ Machine Learning Operations

๐Ÿš— Mobility


๐Ÿ›  Tech Stack ๐Ÿ› 

Techs that I've used at least once

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Jinwook Lim's Projects

audi-gan icon audi-gan

Final Term Project of 'Machine Learning Application' course at Korea University

dcnv2_latest icon dcnv2_latest

DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)

ddad icon ddad

Dense Depth for Autonomous Driving (DDAD) dataset.

deep-hough-transform icon deep-hough-transform

Code for paper "Deep Hough Transform for Semantic Line Detection" (ECCV 2020, PAMI 2021)

directvoxgo icon directvoxgo

Direct voxel grid optimization for fast radiance field reconstruction.

fcdd icon fcdd

Repository for the Explainable Deep One-Class Classification paper

geonet icon geonet

Code for GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018)

grmc icon grmc

"Learning a Geometric Representation for Depth Estimation via Gradient Field and Contrastive Loss" (ICRA 2021)

machine-learning icon machine-learning

๋จธ์‹ ๋Ÿฌ๋‹ ์ž…๋ฌธ์ž ํ˜น์€ ์Šคํ„ฐ๋””๋ฅผ ์ค€๋น„ํ•˜์‹œ๋Š” ๋ถ„๋“ค์—๊ฒŒ ๋„์›€์ด ๋˜๊ณ ์ž ๋งŒ๋“  repository์ž…๋‹ˆ๋‹ค. (This repository is intented for helping whom are interested in machine learning study)

map icon map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

minimal-mistakes icon minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

mv-extractor icon mv-extractor

Extract frames and motion vectors from H.264 and MPEG-4 encoded video.

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