spectrovision | SpectroVision dataset and associated code

by Healthcare-Robotics Python Version: v1.0 License: MIT

X-Ray Key Features Code Snippets(3)Community Discussions Vulnerabilities Install Support

kandi X-RAY | spectrovision Summary

spectrovision is a Python library. spectrovision has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

The SpectroVision dataset and associated code for the paper "Multimodal Material Classification for Robots using Spectroscopy and High Resolution Texture Imaging".

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spectrovision has a low active ecosystem.

It has 6 star(s) with 3 fork(s). There are 4 watchers for this library.

It had no major release in the last 12 months.

spectrovision has no issues reported. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of spectrovision is v1.0

Quality

spectrovision has 0 bugs and 0 code smells.

Security

spectrovision has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

spectrovision code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

spectrovision is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

spectrovision releases are available to install and integrate.

Build file is available. You can build the component from source.

Installation instructions, examples and code snippets are available.

It has 387 lines of code, 8 functions and 3 files.

It has high code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed spectrovision and discovered the below as its top functions. This is intended to give you an instant insight into spectrovision implemented functionality, and help decide if they suit your requirements.

Train the model
Prepare data for training
Creates a tensorflow module
Compute the first derivative of measurements
Loads raw data files
Calculate objective function

Get all kandi verified functions for this library.

spectrovision Key Features

No Key Features are available at this moment for spectrovision.

spectrovision Examples and Code Snippets

SpectroVision,Install

Python

Lines of Code : 7

License : Permissive (MIT)

Copy

git clone https://github.com/Healthcare-Robotics/spectrovision.git
cd spectrovision
# Setup a virtual python environment to install requirements
python3 -m pip install --user virtualenv
python3 -m venv env
source env/bin/activate
pip3 install -r requ

SpectroVision,Download SpectroVision Dataset

Python

Lines of Code : 4

License : Permissive (MIT)

Copy

wget -O dataset/spectrovision_dataset.zip https://github.com/Healthcare-Robotics/spectrovision/releases/download/v1.0/spectrovision_dataset.zip
unzip dataset/spectrovision_dataset.zip -d dataset

wget -O dataset/spectrovision_raw_dataset.zip https://

SpectroVision,Retrain Networks (recompute results from paper)

Python

Lines of Code : 3

License : Permissive (MIT)

Copy

python3 main.py

python3 main.py --seed 8000

nohup python3 main.py > results.out &

Community Discussions

No Community Discussions are available at this moment for spectrovision.Refer to stack overflow page for discussions.

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install spectrovision

Download the processed image and spectral data used for training neural network models:.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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