scikit-image

There are 2 repositories under scikit-image topic.

Image-Py / imagepy
Image process framework based on plugin like imagej, it is esay to glue with scipy.ndimage, scikit-image, opencv, simpleitk, mayavi...and any libraries based on numpy
imagej opencv scikit-image simpleitk
Language:Python 1316
wikke / Tianchi-Medical-LungTumorDetect
天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet
unet neural-network keras segmentation classification inception resnet vgg densenet lung-cancer-detection lung-segmentation lung-nodule-detection scikit-image
Language:Jupyter Notebook 433
kakul / Alyn
Detect and fix skew in images containing text
deskew image-deskew image-processing matplotlib numpy pypi rotate scikit-image text
Language:Python 263
sidroopdaska / SelfDrivingCar
A collection of all projects pertaining to different layers in the SDC software stack
self-driving-car deep-learning deep-neural-networks opencv computer-vision behavioral-cloning lane-lines-detection computational-graphs backpropagation deep-learning-library keras tensorflow classification vehicle-detection-and-tracking python3 lane-tracking scikit-learn scikit-image
Language:Jupyter Notebook 233
p-ranav / PhotoLab
AI-Powered Photo Editor (Python, PyQt6, PyTorch)
animegan colorization cuda human-segmentation nuitka photo-editor portrait-mode pyqt6 pyqt6-desktop-application python python3 pytorch interactive stacking spot-removal numpy opencv pillow scikit-image
Language:Python 176
datacarpentry / image-processing
Image Processing with Python
carpentries data-carpentry lesson python english image-processing computer-vision imageio scikit-image skimage stable open-educational-resources
Language:HTML 110
AiAiHealthcare / ProjectAiAi
AiAi.care project is teaching computers to "see" chest X-rays and interpret them how a human Radiologist would. We are using 700,000 Chest X-Rays + Deep Learning to build an FDA 💊 approved, open-source screening tool for Tuberculosis and Lung Cancer. After an MRMC clinical trial, AiAi CAD will be distributed for free to emerging nations, charitable hospitals, and organizations like WHO 🌏 We will also release our pretrained models and weights as Medical Imagenet.
pytorch deep-learning scikit-image radiology cxr-lungs x-ray postero-anterior ct-scans lung-cancer-detection tuberculosis lung-cancer teleradiology charity fda keras tensorflow radiologist convolutional-neural-networks dicom
Language:Dockerfile 107
fish2000 / instakit
Image processors and filters for use with ImageKit
imagekit filter django image-processing pillow pil python python3 numpy scipy scikit-image cython image-processor
Language:Python 105
WhoIsJack / python-bioimage-analysis-tutorial
A self-explanatory, hands-on intro to bioimage analysis in python. Slightly outdated but still much liked by learners.
python image-analysis image-processing biology biological-data-analysis scikit-image
Language:Jupyter Notebook 97
ad-si / Perspectra
Automatically extract documents from images and perspectively correct them with classic computer-vision algorithms. In maintenance mode. Check out its successor at:
computer-vision perspective-correction scikit-image skimage deskew document-scanner python scanner
Language:Python 82
SarthakJariwala / seaborn-image
High-level API for attractive and descriptive image visualization in Python
image-processing image-visualization matplotlib python scikit-image scipy seaborn-image visualization visualization-library
Language:Python 67
DataLab-Platform / DataLab
Open-source Platform for Scientific and Technical Data Processing and Visualization
image-processing python signal-processing data-science data-visualization opencv scientific-computing scikit-image scipy visualization
Language:Python 62
ElmiraGhorbani / align_iranian_national_id_card
A program to align rotated id cards and extract user data from it.
face-detection idcard idcard-iran idcard-ocr image-processing ocr opencv python3 scikit-image tensorflow
Language:Python 62
Machine-Learning-with-Scikit-Learn-Python-3.x
reddyprasade / Machine-Learning-with-Scikit-Learn-Python-3.x
In general, a learning problem considers a set of n samples of data and then tries to predict properties of unknown data. If each sample is more than a single number and, for instance, a multi-dimensional entry (aka multivariate data), it is said to have several attributes or features. Learning problems fall into a few categories: supervised learning, in which the data comes with additional attributes that we want to predict (Click here to go to the scikit-learn supervised learning page).This problem can be either: classification: samples belong to two or more classes and we want to learn from already labeled data how to predict the class of unlabeled data. An example of a classification problem would be handwritten digit recognition, in which the aim is to assign each input vector to one of a finite number of discrete categories. Another way to think of classification is as a discrete (as opposed to continuous) form of supervised learning where one has a limited number of categories and for each of the n samples provided, one is to try to label them with the correct category or class. regression: if the desired output consists of one or more continuous variables, then the task is called regression. An example of a regression problem would be the prediction of the length of a salmon as a function of its age and weight. unsupervised learning, in which the training data consists of a set of input vectors x without any corresponding target values. The goal in such problems may be to discover groups of similar examples within the data, where it is called clustering, or to determine the distribution of data within the input space, known as density estimation, or to project the data from a high-dimensional space down to two or three dimensions for the purpose of visualization (Click here to go to the Scikit-Learn unsupervised learning page).
sklearn machine-learning machine-learning-algorithms regression python-3 python unsupervised-learning supervised-learning scikit-learn classification prediction vector semi-supervised-learning reinforcement-learning scikit-image scikit-learn-python scikit-learn-api scikit-model consists
Language:Jupyter Notebook 55
innat / DIP-In-Python
Play around with Pixel in Python
python numpy imageio matplotlib scikit-image machine-learning computer-vision
Language:Python 45
jaysonsantos / captcha-breaker
A simple machine learning powered captcha breaker
captcha-breaker scikit-learn scikit-image
Language:Jupyter Notebook 43
benjaminirving / maskSLIC
Simple linear iterative clustering (SLIC) in a region of interest (ROI)
slic superpixels scikit-image segmentation roi
Language:Python 41
Gregor-Mendel-Institute / aradeepopsis
A versatile, fully open-source pipeline to extract phenotypic measurements from plant images
arabidopsis-thaliana deep-learning nextflow plant-phenotyping scikit-image semantic-segmentation tensorflow
Language:Nextflow 41
RasmusRPaulsen / DTUImageAnalysis
Exercises, data and other material for the DTU course 02502 Image Analysis
analysis cameras image opencv scikit-image
Language:Python 40
aravindiiitb / python-compare-images
This repository is mainly about comparing two images. The technique used is SSIM. i.e. Structural Similarity Index Measure We use some of the inbuilt functions available in python's skimage library to measure the SSIM value. Along with SSIM we also measure the MSE ( Mean Square Error ) To know more about the SSIM technique Refer Here: https://en.wikipedia.org/wiki/Structural_similarity
image-processing images python scikit-image ssim
Language:Python 39
sharif1093 / py_floor_plan_segmenter
A Python package to segment cluttered 2D floor plans based on down-sampling.
computer-vision map-segmentation mobile-robotics opencv python robotics scikit-image segmentation
Language:Python 39
OlgaBelitskaya / deep_learning_projects
dataset image-processing image-classification image-recognition data-visualization neural-networks machine-learning deep-learning convolutional-neural-networks regression projects keras matplotlib database gan jupyter-notebook css-styles python scikit-learn scikit-image
Language:Jupyter Notebook 38
Scikit-image-processing
tirthajyoti / Scikit-image-processing
Image processing examples with Numpy, Scipy, and Scikit-image
color computer-vision image-analysis image-processing image-segmentation machine-learning matplotlib matplotlib-pyplot numpy object-detection python scikit-image scipy segmentation
Language:Jupyter Notebook 35
omrawal / Signature-Matching
Application to detect the similarity of two signatures.
tkinter-python tkinter-gui tkinter signature-validation signature signatures signature-verification signature-capture signature-recognition signature-scheme scikit-image scipy
Language:Python 32
Inspiaaa / QuadTreeImageCompression
Powerful image compression algorithm based on quadtrees
image-compression python quadtree binary image-processing scikit-image compression numpy
Language:Python 29
vinjk / 3D_Medical_Imaging
Segmentation of Blood Vessels from 3D Medical Image
computer-vision medical-image-processing paraview python scikit-image vtk
Language:Python 26
VladKha / object_detector
Object detector from HOG + Linear SVM framework
object-detection object-detection-pipelines face-detection scikit-learn scikit-image python3 opencv-python histogram-of-oriented-gradients hog hog-features non-maximum-suppression
Language:Python 25
ad-si / scikit-image-cheatsheet
See all scikit-image methods for image creation & manipulation and their output at a glance.
scikit-image cheatsheet skimage computer-vision image-manipulation scikit
Language:HTML 23
samuroi / SamuROI
SamuROI - Structured analysis of multiple user-defined ROIs, an open source Python-based analysis environment for imaging data.
conda scikit-image opencv python calcium-imaging data-visualization data-analysis
Language:Python 17
tpsatish95 / indus-script-ocr
The Indus script optical grapheme recognition engine (from archaeological artifact images)
deep-learning epigraphy digital-humanities ancient-texts computer-vision optical-character-recognition pipeline caffe opencv scikit-image scikit-learn
Language:Python 17
kapil-verma / Machine_part_defect-detection
Classification of automotive parts as defective and non-defective with transfer learning.
defect-detection classification defective-automotive-parts opencv image-processing scikit-image keras cnn inception-v3 mobilenet transfer-learning
Language:Jupyter Notebook 15
brainsqueeze / Image_correction
For correcting / flattening wide-angle image distortion.
computer-vision genetic-algorithm image-processing opencv scikit-image
Language:Python 13
mwyau / PyStormTracker
python numpy mpi4py scikit-image
Language:Jupyter Notebook 13
Analyzable-FR / patch-based-texture-inpainting
Patch-based inpainting Python library
computer-vision image image-processing inpainting machine-learning opencv opencv-python scikit-image scikit-learn
Language:Python 12
Erik-White / ColonyScanalyser
An image analysis tool for measuring microorganism colony growth
biology computer-vision image-analysis imaging microorganism-colonies python scikit-image
Language:Python 12
mparker2 / rio-segment
segment a set of rasters using rasterio and skimage
rasterio segmentation scikit-image remote-sensing satellite-imagery
Language:Python 11

scikit-image

Image-Py / imagepy

wikke / Tianchi-Medical-LungTumorDetect

kakul / Alyn

sidroopdaska / SelfDrivingCar

p-ranav / PhotoLab

datacarpentry / image-processing

AiAiHealthcare / ProjectAiAi

fish2000 / instakit

WhoIsJack / python-bioimage-analysis-tutorial

ad-si / Perspectra

SarthakJariwala / seaborn-image

DataLab-Platform / DataLab

ElmiraGhorbani / align_iranian_national_id_card

reddyprasade / Machine-Learning-with-Scikit-Learn-Python-3.x

innat / DIP-In-Python

jaysonsantos / captcha-breaker

benjaminirving / maskSLIC

Gregor-Mendel-Institute / aradeepopsis

RasmusRPaulsen / DTUImageAnalysis

aravindiiitb / python-compare-images

sharif1093 / py_floor_plan_segmenter

OlgaBelitskaya / deep_learning_projects

tirthajyoti / Scikit-image-processing

omrawal / Signature-Matching

Inspiaaa / QuadTreeImageCompression

vinjk / 3D_Medical_Imaging

VladKha / object_detector

ad-si / scikit-image-cheatsheet

samuroi / SamuROI

tpsatish95 / indus-script-ocr

kapil-verma / Machine_part_defect-detection

brainsqueeze / Image_correction

mwyau / PyStormTracker

Analyzable-FR / patch-based-texture-inpainting

Erik-White / ColonyScanalyser

mparker2 / rio-segment