Pinned Repositories
clirspec-summer-school
Example Octave/MATLAB code for the CLIRSPEC Summer School
cluster-toolbox-v2.0
Chemometrics Toolbox for MATLAB
Complete-MATLAB-Tutorial-Go-from-Beginner-to-Pro
Complete MATLAB Tutorial: Go from Beginner to Pro, published by Packt
Getting-Started-with-MATLAB-Machine-Learning
Getting Started with MATLAB Machine Learning, Published by Packt
hsicube
A MATLAB framework for hyperspectral cube analysis
HW-implementation-of-hyperspectral-target-detection-algorithm
Matlab, C and VHDL code
Hyperspectral-Image-Denoising-Matlab-Toolbox
This is hyperspectral image denoising Matlab toolbox contains 2D Wavelet denoising (3D Wavelet), 3D Wavelet Denoising (3D Wavelet), First Order Roughness Penalty DeNoising (FORPDN), and Hyperspectral Restoration (HyRes).
Hyperspectral-Image-Preprocessing
The current project is a simple introductory code to hyperspectral image processing using Matlab. The code is specifically valid for EO-1 Hyperion images. The code does simple pre-processing of hyperspectral image and display it in different visual format. It also shows the infrared bands which indicates vegetation.
Hyperspectral-image-read-and-write
read and write hyperspectral images using matlab
Learn-image-processing-and-GUIs-while-having-fun-in-MATLAB
Learn image processing and GUIs while having fun in MATLAB by Packt Publishing
sumesh1's Repositories
sumesh1/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
sumesh1/AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
sumesh1/Bandt-Pompe-packages
A collection of packages for working with time series analysis using Bandt-Pompe and information theory descriptors
sumesh1/Boundary-Delineation-BsiNet-torch
Delineation of agricultural fields using multi-task BsiNet from high-resolution satellite images
sumesh1/Cell-Nuclei-Segmentation-in-TensorFlow-2.0
This repository contains the code for semantic segmentation of the cell nuclei on the 2018 Data Science Bowl dataset using UNET architecture in TensorFlow 2.0 framework.
sumesh1/cultionet_field-_boundary_delineation
Image segmentation of cultivated land
sumesh1/dea-waterbodies
DEA Waterbodies is a product that maps and monitors open waterbodies across Australia. Once a polygon set has been generated corresponding to open waterbodies, each waterbody is tracked over time to record the change in wet surface area over time.
sumesh1/decode
Python code for the DECODE method and mxnet code for Fractal ResUNet
sumesh1/dit
Python package for information theory.
sumesh1/iFLYTEK2021
The Winning Solution to the Cultivated land Extraction From High-Resolution Remote Sensing Image Challenge
sumesh1/kedro
A Python framework for creating reproducible, maintainable and modular data science code.
sumesh1/keras-unet-collection
The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.
sumesh1/Lung-Segmentation-in-TensorFlow-2.0
This repository contains the code for Lung segmentation using Montgomery dataset in TensorFlow 2.0.
sumesh1/micasense_image_processing
MicaSense RedEdge and Altum image processing tutorials
sumesh1/ML_course
EPFL Machine Learning Course, Fall 2019
sumesh1/MLWithPytorch
Objective of the repository is to learn and build machine learning models using Pytorch. 30DaysofML Using Pytorch
sumesh1/NN-SVG
Publication-ready NN-architecture schematics.
sumesh1/OptML_course
EPFL Course - Optimization for Machine Learning - CS-439
sumesh1/ordpy
A Python package for data analysis with permutation entropy and ordinal networks methods.
sumesh1/python-geospatial-analysis-cookbook
Over 60 recipes to work with topology, overlays and indoor routing
sumesh1/python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
sumesh1/Retina-Blood-Vessel-Segmentation-using-UNET-in-TensorFlow
This repository contains the code for the Retina Vessel Segmentation (DRIVE) using the UNET architecture in TensorFlow 2.0
sumesh1/Semantic-Segmentation-Architecture
A repository contains the code for various semantic segmentation in TensorFlow and PyTorch framework.
sumesh1/Skin-Lesion-Segmentation-in-TensorFlow-2.0
This repository contains the code for semantic segmentation of the skin lesions on the ISIC-2018 dataset using TensorFlow 2.0.
sumesh1/StrawberryRobot
sumesh1/uncover-ml
Machine Learning system for Geoscience Australia uncover project
sumesh1/Unet-for-Person-Segmentation
U-Net for person segmentation in TensorFlow using Keras API.
sumesh1/Unet-with-Pretrained-Encoder
The repository contains the Jupyter Notebook that perform semantic segmentation using the famous U-Net. The encoder of the U-Net is replaced with the pretrained encoder.
sumesh1/wofs
Water Observation From Space
sumesh1/workshop_notebooks
Notebooks for workshop