inqlee0704 Goto Github PK

airway_segmentation

cfd1d

cytomine

dl_code

Deep learning code

ds_code

Data Science scripts

fissure

github-slideshow

A robot powered training repository :robot:

hipposeg

hog

HOG: Histogram of Oriented Gradients

imageregistation

Given a template image and target image, their key points are detected. Their corresponding key points are used to match two images.

inqlee0704

Config files for my GitHub profile.

inqlee0704.github.io

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

ir_python

lobe

lobe_segmentation

lung_segmentation

medsam

Segment Anything in Medical Images

pca_kmeans

pneumoniadetection

pyqct

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

pytorch_generative_models

scenerecognition

Images were classified naively. All images data were resized to 16 by 16 tiny image representations. K-nearest neighbor classifier was used to predict the label of the testing data based on training. The value of k was chosen to maximize the accuracy.

segmentor

siim_c19

silicosis

statannotations

add statistical significance annotations on seaborn plots. Further development of statannot, with bugfixes, new features, and a different API.

stereoreconstruction

Implement a stereo reconstruction algorithm using two images.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite