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Search results for jupyter notebook image analysis
image-analysis
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jupyter-notebook
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48 search results found
Simpleitk Notebooks
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779
Jupyter notebooks for learning how to use SimpleITK
Itkwidgets
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571
An elegant Python interface for visualization on the web platform to interactively generate insights into multidimensional images, point sets, and geometry.
Cucim
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282
cuCIM - RAPIDS GPU-accelerated image processing library
Python_for_image_processing_apeer
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263
https://www.youtube.com/playlist?list=PLHae9ggVvqP
Imageprocessing
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231
MicaSense RedEdge and Altum image processing tutorials
Python_computer_vision_from_scratch
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219
This repository explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos.
Fasnet
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153
CNN archictecture for face anti-spoofing
Oad
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111
Collection of tools and scripts useful to automate microscopy workflows in ZEN Blue using Python and Open Application Development tools and AI tools.
Computer Vision Notebooks
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93
👁️ An authorial set of fundamental Python recipes on Computer Vision and Digital Image Processing.
Crc4docker
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82
Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"
Hyperspectral_image_analysis_simplified
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77
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
Python Bioimage Analysis Tutorial
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72
A self-explanatory, hands-on intro to bioimage analysis in python. Slightly outdated but still much liked by learners.
Clustimage
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71
clustimage is a python package for unsupervised clustering of images.
Spm Image
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68
Sparse modeling and Compressive sensing in Python
Ark Analysis
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57
Integrated pipeline for multiplexed image analysis
Itksphinxexamples
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50
Cookbook examples for the Insight Toolkit documented with Sphinx
Miplib
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43
A Python software library with a variety of functions for (optical) microscopy image restoration, reconstruction and analysis.
Quantitative Big Imaging 2018
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37
(Latest semester at https://github.com/kmader/Quantitative-Big-Imaging The material for the Quantitative Big Imaging course at ETHZ for the Spring Semester 2018
2018 05 30 Krscourseinbiomedicalimageanalysisandvisualization
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35
Kitware Course in Biomedical Image Analysis and Visualization: ITK
Pv Vision
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26
Image analysis tool for solar modules, assisted by deep learning.
User2016 Tutorial Jupyter
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26
R for Reproducible Research tutorial
Pyclesperanto
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21
GPU-accelerated Image Processing library using OpenCL
Medical Image Analysis Ipython Tutorials
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18
Celltracking
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17
Cell tracking using TensorFlow and BayesianTracker
Privateml
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17
Machine Learning with SPDZ
Busternet
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17
Scikit Image Processing
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17
Image processing examples with Numpy, Scipy, and Scikit-image
Easi Fish
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16
Tools and scripts for EASI-FISH image data analysis
Gcp Samgu
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15
Image Analysis In Python
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13
Materials for a 90 minute workshop "Image Analysis in Python".
Hyperspectralanalysisintroduction
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13
Brief Introduction to Hyperspectral Image Analysis - Jupyter Notebook
Bia Course
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12
A course in biomedical image analytics by Prof. Dmitry V. Dylov
Face Recognition
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12
This repository contains a comprehensive face recognition system that combines YOLOv8 for face detection and FaceNet for face recognition.
U Unwrap3d
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12
Transform 3D cell surfaces into different representations including topographic maps, 3D spheres, and 2D images for doing optimized quantification, data analysis and machine learning.
Image Modeling With Keras
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10
Understanding images as data, training CNNs, and optimizing their performance, gained the skills to apply deep learning techniques with applications
Cml_amp_image_analysis
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10
Build a semantic search application with deep learning models.
Extrack
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10
ExTrack MLE for diffusive noisy single-particle tracks
Abraia Multiple
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7
Abraia-Multiple image analysis toolbox
Machine Learning Project For Image Compression
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7
Implementation & Learning of Compression of Image through use of K-means Clustering Algorithm
Flamingo
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7
Python toolbox for coastal image analysis
Deep Learning
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7
Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on artificial neural networks. Learning can be supervised, semi-supervised or unsupervised. Deep learning architectures such as deep neural networks, deep belief networks, recurrent neural networks and convolutional neural networks have been applied to fields including computer vision, speech recognition, natural language processing, audio recognition, soc
Pywavan
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7
Wavelet transforms and non-Gaussian segmentation
Zen_python_oad_workshop
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7
Material to showcase and test several tools and packages releated to ZEN, CZI image files and python packages related to those topics
Cecelia
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7
Framework for image and flow cytometry analysis
Coral
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6
Corner Reflector Analysis Library
Ml For Psc Differentiation
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5
Code and data accompanying "A live-cell image-based machine learning strategy for reducing variability in PSC differentiation systems", Cell Discov 9, 53 (2023).
Comparing Deep Learning Models For Population Screening Using Chest Radiography
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5
Medical_image_analysis_workshop
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5
Workshop on Medical Image Analysis using pydicom, SimpleITK, ITK, itkwidgets, numpy, seaborn, and matplotlib
Nf1_schwanncell_data
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5
Data processing for NF1 Schwann image sets.
Racsml
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5
Workshop for Biomedical Image Analysis with Convolutonial Neural Networks
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1-48 of 48 search results
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