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Cfdpython ⭐ 2,866

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

Deep3d ⭐ 1,037

Automatic 2D-to-3D Video Conversion with CNNs

Batchgenerators ⭐ 1,013

A framework for data augmentation for 2D and 3D image classification and segmentation

Boxes.py - laser cutting boxes and more

Modelsgenesis ⭐ 674

[MICCAI 2019] [MEDIA 2020] Models Genesis

Pytorch Normalizing Flows ⭐ 486

Normalizing flows in PyTorch. Current intended use is education not production.

Geostatspy ⭐ 252

GeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael Pyrcz

Rnn For Human Activity Recognition Using 2d Pose Input ⭐ 182

Activity Recognition from 2D pose using an LSTM RNN

Image To 3d Bbox ⭐ 177

Build a CNN network to predict 3D bounding box of car from 2D image.

Adaptivepose ⭐ 168

This is an official implementation of our AAAI2022 paper AdaptivePose and Arxiv paper AdaptivePose++

Modular Rl ⭐ 140

[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"

Pynq Computervision ⭐ 100

Computer Vision Overlays on Pynq

Image Compression With K Means Clustering ⭐ 99

Implemented the K-means algorithm with Octave and Python for image compression.

Denise Black Edition ⭐ 99

2D time-domain isotropic (visco)elastic FD modeling and full waveform inversion (FWI) code for P/SV-waves

Theory Of Seismic Waves Ii ⭐ 86

Course material for the lecture "Theory of seismic waves II" (SS 2018) @ CAU Kiel

Deepfly3d ⭐ 80

Motion capture (markerless 3D pose estimation) pipeline and helper GUI for tethered Drosophila.

Ecg Classification ⭐ 79

ECG Arrhythmia classification using CNN

Cloudtogrid ⭐ 76

Example of converting a 2d point cloud to a 2d grid via the assignment problem.

Amodal3det ⭐ 63

L2hmc Qcd ⭐ 60

Application of the L2HMC algorithm to simulations in lattice QCD.

Linear Regression Sklearn ⭐ 58

Multivariate linear regression with sklearn

A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.

ZPIC - Educational Particle-In-Cell code suite

Reservoir simulator in Python language

Face_detection_alignment ⭐ 47

Face Detection and Alignment Tool

Gmm Em Python ⭐ 41

Python implementation of EM algorithm for GMM. And visualization for 2D case.

Scalable Optical Flow-based Image Montaging and Alignment

Astropaint ⭐ 40

A python package for creating mock maps of astrophysical signals from a halo catalog

Positionalencoding2d ⭐ 37

A PyTorch implementation of the 1d and 2d Sinusoidal positional encoding/embedding.

Mxnet_pose_for_ai_challenger ⭐ 35

Implementation of "Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields" for AI challenger keypoint competition

Nsrmhand ⭐ 34

Pytorch implementation of WACV 2020 paper Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation

Python Lectures Notebooks ⭐ 28

Files for the Python lecture I give at IA-UNAM

All code related to the "DROW: Real-Time Deep Learning based Wheelchair Detection in 2D Range Data" paper

Oda Object Detection Tta ⭐ 27

ODA is a test-time-augmentation(TTA) tool for 2D object detectors. For use in Kaggle competitions.

3d Animation ⭐ 25

2D to 3D motion capture

Pycon 2017 ⭐ 23

Mastering scipy.spatial PyCon 2017 Tutorial

Urban Sound Classification ⭐ 19

Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)

Multi Viewpoint Image Generation ⭐ 19

Given an image and a target viewpoint, generate synthetic image in the target viewpoint

Deepnet For Semantic Labeling Photogrammetry ⭐ 19

2D semantic segmentation that assigns labels to multiple object categories on Potsdam dataset 🚀

Coastsat.islands ⭐ 18

Satellite-derived shorelines and 2D planform measurements for islands, extension of the CoastSat toolbox.

Sports2d ⭐ 18

Compute 2D joint and segment angles from a video.

Ml_problems ⭐ 17

My ML scripts and personal notes. Code for "Detection of Rare genetic Diseases using facial 2D images with Transfer Learning"

Clij2 Fft ⭐ 16

Fastaniso ⭐ 15

Fast anisotropic diffusion filter (2D and 3D)

Deepdesign2019 ⭐ 14

Welcome to the code repository for ARCH 660/662, the Deep Design Studio! Please Scroll down to the bottom of the page for how to use the code in this repository

Simplerick ⭐ 14

🙌 Low-cost 2D ultrasound imaging hardware for makers

Sphere Challenge ⭐ 14

SPHERE Challenge: Activity Recognition with Multimodal Sensor Data

Image Filtering ⭐ 13

image filtering techniques in python with examples

Ctsegnet ⭐ 12

CTSegNet is an end-to-end 3D segmentation package for large X-ray tomographic datasets using 2D fully convolutional neural networks (fCNN).

Ising2d.jl ⭐ 11

Julia package of the 2D Ising model

Camera Calibration ⭐ 11

The goal of camera calibration is to find the intrinsic and extrinsic parameters of a camera.

SPIKE a collaborative development for a FT-spectroscopy processing program.

Solidril ⭐ 11

Jupyter notebooks for Solid State Physics courses at EPFL

Cosmictagger ⭐ 10

Cosmic Tagging Network for Neutrino Physics

Ewt Python ⭐ 10

A python package for the empirical wavelet transform

Componet ⭐ 10

CompoNET: geometric deep learning approach in architecture. From a single-image generates a building with all its components

Face Reconstruction ⭐ 9

This code can be used for 2D facial reconstruction based on a state-of-the-art deep learning technique known as SFSNet.

Smart Survillence With Anti 2d Spoofing Using Opencv And Livliness Detection ⭐ 9

The Smart Survillence proj With ANti 2D mask spoofing , this project can classify user and can detect whether the person is user or jst user with 2d mask 2d mask spoofing is done by Blink detection using DLib

Tianchi2019 Lung Ct ⭐ 9

阿里云天池大赛2019——肺部CT多病种智能诊断，参赛代码

Aseg_gdf2 ⭐ 8

Python code to help read ASEG GDF2 packages

Segthor19 Using Resu Net ⭐ 8

The recent advances in the field of computer vision has led to the wide use of Convolutional Neural Networks (CNNs) in organ segmentation of computed tomography (CT) images. Image guided radiation therapy requires the accurate segmentation of organs at risk (OARs). In this paper, we propose a 2D U-Net network to automatically segment thoracic organs at risk in computed tomography (CT) images. The architecture consists of a down sampling path to capture features and a symmetric up sampling path t

Brain Tumor Mri Dataset ⭐ 8

Utilities to download and load an MRI brain tumor dataset with Python, providing 2D slices, tumor masks and tumor classes.

Seismic Facies Identification ⭐ 8

This repo is based on the Shubhamai solutions of AICrowd Facies Identification Challenge in which we need to create a ML/DL Model to do pixel classification by taking 3D images.

2d Ultrasound Detection And Segmentation ⭐ 8

【医学影像分析】2D超声图像的分割检测（Ultrasound Nerve Segmentation | Kaggle数据集）

Segmentation Of 2d Brain Mr Images Using Deep Neural Architectures ⭐ 7

Image Segmentation using U-Net, U-Net with skip connections and M-Net architectures

Kits19 Cnn ⭐ 6

Using convolutional neural networks for the 2019 Kidney and Kidney Tumor Segmentation Challenge

Object_detection_old ⭐ 6

YOLO v2 implementation

Xyfootypy ⭐ 6

Introduction to working with Positional Data - Using RoboCup 2D Simulation Data

Function preserving projection (FPP), a linear projection technique for capturing interpretable patterns of high-dimensional functions

A demo showing how to use dlib and eos to fit a face mesh and project its 3d points as 2d on an image.

Chemception ⭐ 5

CNN model based on Google Inception model to predict regression values of regression values of Tetrahymena pyriformis IGC50 from 2D images of molcules

Computational Fluid Dynamics Cfd In Python ⭐ 5

Computational Fluid Dynamics in Python

Electrodynamicspy ⭐ 5

Implementing some electrodynamics stuff in python

Cfdpython ⭐ 5

CFD Python, a.k.a. the 12 steps to Navier-Stokes.

Surf_coordinates ⭐ 5

2D surface-based coordinate system based on geodesic distances

Code for analyzing static packings of spheres

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