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Jinny Kim's Projects

aiffel icon aiffel

AIFFEL Deep Learning 프로젝트 🏆

alphago icon alphago

Apply AlphagoZero Algorithms to Gomoku

big_transfer icon big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

consistent_depth icon consistent_depth

We estimate dense, flicker-free, geometrically consistent depth from monocular video, for example hand-held cell phone video.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

efficient-capsnet icon efficient-capsnet

Official TensorFlow code for the paper "Efficient-CapsNet: Capsule Network with Self-Attention Routing".

interview_question_for_beginner icon interview_question_for_beginner

:boy: :girl: Technical-Interview guidelines written for those who started studying programming. I wish you all the best. :space_invader:

locality-awareness-sge icon locality-awareness-sge

[T-PAMI 2021] A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification

mlquestions icon mlquestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

motionet icon motionet

A deep neural network that directly reconstructs the motion of a 3D human skeleton from monocular video [ToG 2020]

py-motmetrics icon py-motmetrics

:bar_chart: Benchmark multiple object trackers (MOT) in Python

pytorch-grad-cam icon pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

rembg icon rembg

Rembg is a tool to remove images background.

sort_oh icon sort_oh

Simple Online and Real time Tracking with Occlusion Handling

sots icon sots

Single object tracking and segmentation.

structure-from-motion icon structure-from-motion

Reconstructing the 3-D positions of a set of matching points in the images and inferring the camera extrinsic parameters in OpenCV

tabnet icon tabnet

PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf

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