🔎 PicTrace is a highly efficient image matching platform that leverages computer vision using OpenCV, deep learning with TensorFlow and the ResNet50 model, asynchronous processing with aiohttp, and the FastAPI web framework for rapid and accurate image search.

PyQt example of using transfer-learned ResNet50 model to distinguish 7 flowers

PyQt example of using fine-tuned resnet50 model for image classficiation of user-defined image (anteater, hyena)

AnimeVision: An image recognition tool using ResNet50 and Jikan API to identify and fetch details of anime.

Python TensorFlow ResNet50 HTTP image classification server

Machine Learning Lifecycle

Official Repository for the paper "Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend".

Uses ResNet50 and OpenCV to analyze a video and detect the object present in it.

Image Search by Image, Image Search Engine Based on Graph Vector And Vector Database（以图搜图，基于图向量和向量数据库的图片搜索引擎）

Image captioning model with Resnet50 encoder and LSTM decoder

Image captioning model with Resnet50 encoder and LSTM decoder

Content-Based Image Retrieval (CBIR) using Faiss (Facebook) and many different feature extraction methods ( VGG16, ResNet50, Local Binary Pattern, RGBHistogram)

Deep learning models for ChargeWare Hackaton Project

Background Subtraction/ Optical Flow/ Perspective Transform/ PCA/ Dogs and Cats classification Using ResNet50

Training code for ChineseFoodNet dataset. 对ChineseFoodNet数据集的训练代码

The deep learning fashion recommendation project is designed to provide users with an enhanced fashion shopping experience. By using deep learning techniques, this project aims to recommend similar fashion items to the input image provided by the user.

The overall aim of this project was to design models for each disorder, develop activation heatmaps, and extract regions of interest. Afterwards, gene expression analysis an additional aim was to conduct gene expression analysis to determine the involvement of mGluR5, encoded by GRM, in OCD.

📄 CT 이미지를 활용한 코로나 진단기기 (2021년도 졸업논문)

Fashion Recommender : Powered by Transfer Learning

Convert images into vectors, which can be used for image search and image similarity comparison