Nexus-LH / hyperspectral-classification-CNN-pytorchLinks
A classification method for hyperspectral data based on convolutional neural networks (may be applicable to other spectra such as Raman spectroscopy, laser- induced breakdown spectroscopy, etc.).
☆13Updated 4 years ago
Alternatives and similar repositories for hyperspectral-classification-CNN-pytorch
Users that are interested in hyperspectral-classification-CNN-pytorch are comparing it to the libraries listed below
Sorting:
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆130Updated 2 weeks ago
- a novel calibration model named SpectraTr, based on the transformer structure is proposed and used for the qualitative analysis of drug s…☆23Updated 2 years ago
- ☆15Updated 4 years ago
- Snippets and data from the blog of Nirpy Research☆94Updated last year
- Common preprocessing such as sg, msc, SNV, first-order derivative, second-order derivative, etc.☆105Updated 2 years ago
- ☆11Updated 3 years ago
- spectrai: a deep learning framework for spectral data☆67Updated last year
- Qualitative analysis of near infrared spectroscopy based some simple 1-d cnn networks☆37Updated 3 years ago
- Aiming at the common training datsets split, spectrum preprocessing, wavelength select and calibration models algorithm involved in the s…☆170Updated 2 years ago
- 连续投影算法Successive Projections Algorithm (SPA)☆24Updated 3 years ago
- Code for paper Extended Multiplicative Signal Augmentation: An alternative to pre-processing of infrared spectra☆14Updated 4 years ago
- Deep Convolutional Neural Networks for Raman Spectrum Recognition. (RRUFF dataset)☆32Updated 4 years ago
- Semi-automated preprocessing of NIRS data☆91Updated 2 years ago
- Open source data set for quantitative and qualitative analysis of near-infrared spectroscopy☆45Updated 3 years ago
- Implementation of the Data-Driven SIMCA method for MATLAB☆10Updated 4 years ago
- Especially useful for preprocessing of datasets like Raman spectra, infrared spectra, UV/Vis spectra, but also HPLC data and many other t…☆18Updated 3 months ago
- Wavelength selection in spectroscopy☆74Updated 2 years ago
- The code for NIRS analysis based SVM&ANN☆15Updated 3 years ago
- 近红外光谱波长筛选算法☆24Updated 5 years ago
- 竞争性自适应重加权采样法（competitive adapative reweighted sampling， CARS）python代码☆23Updated 3 years ago
- Three Methods for Extracting Soil Nutrient Spectral Characteristics☆11Updated 2 years ago
- Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"☆103Updated 5 years ago
- Near-infrared spectroscopy model transfer based on convolutional neural network and transfer learning☆19Updated 2 years ago
- DeepeR: deep learning enabled Raman spectroscopy☆90Updated last year
- Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)☆74Updated 6 years ago
- 近红外光谱开源数据集☆32Updated 9 months ago
- 近红外光谱 用grnn做组分识别☆17Updated 6 years ago
- This code is a near-infrared spectrum modeling method based on PCA and pls☆31Updated 3 years ago
- Collection of Feature Selection Methods for Near-Infrared Spectroscopy☆17Updated 2 years ago
- 和高光谱数据处理相关程序☆10Updated 5 years ago