pytholic/Machine-Learning-Curriculum

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pytholic/Machine-Learning-Curriculum

pytholic

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A concise and comprehensive A to Z curriculum for machine learning.

pytholic-lvim

My LunarVim configuration

Open3d-Global_ICP-Registration

Global registration plus ICP refinement in open3d

infiniteGPT

A character-level GPT model trained on tiny shakespeare corpus. (incomplete)

Jupyter Notebook

CTBoneSegmentation

Bone segmentation in CT images.

Jupyter Notebook

Awesome-VisualSLAM

Some resources for Visual SLAM.

python-project-template

ml_cv_scripts_guides

Some general useful scripts for computer vision tasks.

PCD_Registration_FMR

Feature metric registration for point clouds. Not my work, I just modified it for my own data.

CTLungSegmentationUNet

Lung segmentation in CT volumes using 2D UNet. Huge thanks to Dennis Madsen channel on youtube!

Jupyter Notebook

NugetForUnityTest

Testing NugetForUnity to install Onnxruntime inside Unity

yolov8-deepsort

Deepsort with yolov8 detector.

mlops-orbit

MLOps with open stack. Inspired by DataTalks.Club.

Jupyter Notebook

3D-CT-Artery-Segmentation

Facial and temporal artery segmentation in CT data using TorchIO and MONAI.

Jupyter Notebook

Unity_PatientPoseImages_Barracuda

Using Onnx model with Barracuda to run inference inside Unity3D using C#.

Jupyter Notebook

what_you_seek

Common setup and commands.

vit-classification-huggingface

Image Classification with Vision Transformer using Hugging Face transformers.

Jupyter Notebook

PCD_Registration_ReAgent

Point cloud registration with reinforcement learning. Not my work, I just modified it for my own data.

Jupyter Notebook

Captcha-OCR

OCR in Captchas with Keras and Tensorflow.

Jupyter Notebook

pet-segmentation

Pet segmentation with Segformer on the Oxford-IIIT pet dataset

Jupyter Notebook

DataStructures-and-Algorithms

Practicing data structures and algorithms in python

ml-api

CT_Skull_Artery_Segmentation

Segmentation of arteries in CT skull scans.

ZTM-Complete-Python-Developer-2023

All the notes, codes and projects from the course "Complete Python Developer in 2023 by Zero to Master".

Jupyter Notebook

Machine-Learning-Projects

Machine learning and computer vision assignment implementations

Jupyter Notebook

pytorch-lightning-baseline

Skeletons for common deep learning projects.

gradio-image-classificaiton

Training and deploying an image classificaiton model with Gradio.

streamlit-image-classification

Training and deploying an image classification model with streamlit.

Unity_PatientPoseImages_Onnxruntime

Predicting head location in images with onnxruntime in C# Unity

depth_estimation_and_3d_reconstruction

Depth estimation with MiDaS and 3D reconstruction using Open3D.

Jupyter Notebook

nerf_guide

Nvidia instant-ngp guide.

Yolov5Export

Scripts and functions to convert yolo model to other formats. This work is based on repo from other people. I just use them for my own project with some modifications.

PCD_Registration_PointNet

Point cloud registration based on pointnet. Not my work, I just modified it for my own data.

yolov7_pose_scripts

Export and quantization script for yolov7-pose.

Jupyter Notebook

llm-notebooks

A bunch of notebooks utilizing representation and generation models for various tasks.

Jupyter Notebook