kiminjo Goto Github PK

active-learning

advanced-machine-learning-lecture

Seoul National University of Science and Technology. Department of Data Science Fall 2020, Advanced machine learning Class Practice Code

anomalib

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

character-level-language-model

It aims to write new sentences by learning character units sentences using RNN. As training data, a collection of Shakespeare's novels was used.

clip-sam

Experiment on combining CLIP with SAM to do open-vocabulary image segmentation.

data-mining-lecture

Seoul National University of Science and Technology, Department of Data Science, Spring Semester 2020 Data Mining Class Practice Code

electricity_usage_forecast

Dacon AI friends third competiton 'electricity usage forecast'

evidential-deep-learning

This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"

extract-company-preference-factors

Based on company review data, company preference factors are derived. This project was conducted as a part of the "Unstructured Data Analysis" class at the Department of Data Science, Seoul National University of Science and Technology

f-anogan

Implementation of f-AnoGAN with PyTorch

f-anogan-pytorch

Unofficial PyTorch implementation for f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks.

few-shot-gnn

github-crawler

GitHub crawler for Graduate research

github-crawler-1

github crawler

graph_prompt_for_rag

hil-data-splitter

This repository functions to split the data into a form suitable for HIL.

injo_llm

My own LLM custom library collection.

kiminjo.github.io

💎 🐳 A super customizable Jekyll theme for personal site, team site, blog, project, documentation, etc.

lama-cleaner

Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.

lfwknn

Local Feature Weight kNN combined Local kNN and Feature weighted kNN.

ml-nowcasting

mlnd-capstone

Lane Detection with Deep Learning - My Capstone project for Udacity's ML Nanodegree

mlops-basics

mnist-classification

This project classifies MNIST data that is widely used in computer vision. A basic CNN model was used as the model.

mvtec-sam-validation

This repository aims to measure the zero-shot segmentation performance of Segment Anything Models (SAM) on Industrial defect data

ntis_crawler

국가과학기술정보서비스(NTIS)의 사업 정보용 크롤러

patchcore-with-classifier

This repository compares the performance of features for anomaly detection. The baseline feature is hight-dim feature created using Patchcore. The subject feature is patchcore features with concatenated hand-crafted features.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

recommenders

Best Practices on Recommendation Systems