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268-How to deploy your trained machine learning model into a local web application

268-How to deploy your trained machine learning model into a local web application

 
 

269_How to deploy your trained machine learning model as an app on Heroku

269_How to deploy your trained machine learning model as an app on Heroku

 
 

270-How to deploy your trained machine learning model as an app on Heroku-HAM10000-no docker

270-How to deploy your trained machine learning model as an app on Heroku-HAM10000-no docker

 
 

271-How to deploy your trained machine learning model as an app on Heroku-HAM10000-with docker

271-How to deploy your trained machine learning model as an app on Heroku-HAM10000-with docker

 
 

AIRA

AIRA

 
 

Protos Patho Web App

Protos Patho Web App

 
 

Renal Web App

Renal Web App

 
 

images

images

 
 

other_files

other_files

 
 

017-Reading_Images_in_Python.py

017-Reading_Images_in_Python.py

 
 

018-image_processing_in_pillow.py

018-image_processing_in_pillow.py

 
 

019-image_processing_in_scipy.py

019-image_processing_in_scipy.py

 
 

020-image_processing_in_scikit-image.py

020-image_processing_in_scikit-image.py

 
 

021-scratch_assay_using_scikit_image.py

021-scratch_assay_using_scikit_image.py

 
 

022-denoising.py

022-denoising.py

 
 

023-histogram_segmentation_using_scikit_image.py

023-histogram_segmentation_using_scikit_image.py

 
 

024-random_walker_segmentation_scikit-image.py

024-random_walker_segmentation_scikit-image.py

 
 

025-image_processing_in_openCV_intro1-preprocessing.py

025-image_processing_in_openCV_intro1-preprocessing.py

 
 

026-image_processing_in_openCV_intro1-preprocessing.py

026-image_processing_in_openCV_intro1-preprocessing.py

 
 

027-image_processing_in_openCV_intro2-Thresholding.py

027-image_processing_in_openCV_intro2-Thresholding.py

 
 

028-image_processing_in_openCV_intro2-Thresholding.py

028-image_processing_in_openCV_intro2-Thresholding.py

 
 

029-keypoint detectors and descriptors in opencv.py

029-keypoint detectors and descriptors in opencv.py

 
 

030-keypoints_homography_for_registration in opencv.py

030-keypoints_homography_for_registration in opencv.py

 
 

031-reading_and_writing_csv.py

031-reading_and_writing_csv.py

 
 

032-grain_analysis_saving_to_csv.py

032-grain_analysis_saving_to_csv.py

 
 

033-grain_size_analysis_using_wateshed_segmentation.py

033-grain_size_analysis_using_wateshed_segmentation.py

 
 

034a-grain_size_analysis_using_wateshed_segmentation_multiple_files.py

034a-grain_size_analysis_using_wateshed_segmentation_multiple_files.py

 
 

034b-grain_size_analysis_using_wateshed_segmentation_multiple_files_functions.py

034b-grain_size_analysis_using_wateshed_segmentation_multiple_files_functions.py

 
 

035-Cell Nuclei analysis using watershed.py

035-Cell Nuclei analysis using watershed.py

 
 

036-data_analysis_using_Pandas_Intro_data_loading.py

036-data_analysis_using_Pandas_Intro_data_loading.py

 
 

037-data_analysis_using_Pandas_data_handling.py

037-data_analysis_using_Pandas_data_handling.py

 
 

038-data_sorting_using_Pandas.py

038-data_sorting_using_Pandas.py

 
 

039-data_grouping_using_Pandas.py

039-data_grouping_using_Pandas.py

 
 

040-dealing with null data_using_Pandas.py

040-dealing with null data_using_Pandas.py

 
 

041_data_analysis_using_Pandas_Plotting.py

041_data_analysis_using_Pandas_Plotting.py

 
 

042_data_analysis_using_Seaborn_Plotting.py

042_data_analysis_using_Seaborn_Plotting.py

 
 

045-linear_regression_cells.py

045-linear_regression_cells.py

 
 

046-linear_regression_cells_train_test.py

046-linear_regression_cells_train_test.py

 
 

047-multi_linear_regression.py

047-multi_linear_regression.py

 
 

049-Logistic_regression.py

049-Logistic_regression.py

 
 

050-K_means_intro.py

050-K_means_intro.py

 
 

051-Kmeans_using_opencv.py

051-Kmeans_using_opencv.py

 
 

052-GMM_image_segmentation.py

052-GMM_image_segmentation.py

 
 

053-How to pick optimal number of parameters.py

053-How to pick optimal number of parameters.py

 
 

055-ML_06_01_how to open proprietary images.py

055-ML_06_01_how to open proprietary images.py

 
 

057-ML_06_02_what are features.py

057-ML_06_02_what are features.py

 
 

058-ML_06_03_what is gabor filter.py

058-ML_06_03_what is gabor filter.py

 
 

060-RandomForest1.py

060-RandomForest1.py

 
 

061-Gabor_Filter_Banks.py

061-Gabor_Filter_Banks.py

 
 

062-066-ML_06_04_TRAIN_ML_segmentation_All_filters_RForest.py

062-066-ML_06_04_TRAIN_ML_segmentation_All_filters_RForest.py

 
 

115_auto_segmentation_using_multiotsu.py

115_auto_segmentation_using_multiotsu.py

 
 

273-what_is_voronoi.py

273-what_is_voronoi.py

 
 

274-object_segmentation_using_voronoi_otsu.py

274-object_segmentation_using_voronoi_otsu.py

 
 

52b-Understanding-GMM.py

52b-Understanding-GMM.py

 
 

README.md

README.md

 
 

cell_measurements.csv

cell_measurements.csv

 
 

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Python-for-microscopists

AI And Healthcare.

author = "Sreenivas Bhattiprolu"

Using his Youtube channel and codes for learning purpose.

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