nir-spectroscopy 开源项目推荐（19 个）

paucablop /chemotools

The scikit-learn-native foundation package for chemometrics 🧪 🤖

manidip-m /seed-viability-spectroscopy

This is my agri-tech thesis project which compares different non-destructive spectroscopic methods and machine learning models to check seed viability. Thesis can be accessed upon request via link below.

ChiTheKing /Near-Infrared-NIR-sensor-with-AI-for-Non-destructive-friut-ripeness-evaluation

Edge-AI firmware using an ESP32 and AS7263 NIR spectrometer to stream spectral data via Gemini API for non-destructive watermelon ripeness detection

TUstudents /engiNIR

Chemometrics for NIR spectra and hyperspectral images: validated, reproducible calibration models and predictions, with a desktop viewer.

siliconworkshop /VS3L

🔬 Enable calibration transfer in vibrational spectroscopy using self-supervised learning to reduce labeled samples and correct instrument differences.

kristinenicolelaglibot /Portable-NIR-Spectroscopy-System-for-Early-Black-Pod-Rot-Detection

Portable NIR spectroscopy system built with Raspberry Pi and PLS-DA — captures spectral data from cacao pods and analyzes spectral patterns to classify healthy and Black Pod Rot-affected pods for early, non-invasive detection.

Julians30 /barley-nir-stage-benchmark

Barley NIR moisture-exposure stage estimation with nested dish-grouped validation, spectral interpretation and saved out-of-fold predictions.

707728642li /PlumSPECTRA-models

Private model-release staging for PlumSPECTRA trait-specific NIR ensembles and deployment metadata.

WevertonGomesCosta /Integrating-nir-genomic-kernel

Demonstrar que a fusão de dados espectrais e genômicos pode aumentar significativamente a acurácia da predição fenotípica, contribuindo para decisões mais eficientes em programas de seleção

707728642li /PlumSPECTRA-data

Private review dataset for PlumSPECTRA: analysis-ready spectra, phenotypes, folds, and out-of-fold predictions.

AliBaki-Turkoz /Engineering-Project

EE492 graduation project: ochratoxin detection in raisins with NIR spectroscopy (900–1700 nm) and a custom CNN; classical ML and pretrained CNN baselines

BoujeeEnjinia1701 /wastewise-scan

Handheld near-infrared scanner that identifies common plastic resins (PET, HDPE, PP, PS, PVC) in about a second using a low-cost multispectral sensor, shows the result and a local price grade, and logs scans. It pairs with WasteWise-ml for items the spectrum cannot resolve.

Julians30 /Leakage-Safe-Shell-Egg-Storage-Time-Estimation-from-Portable-NIR-Spectra

Leakage-safe estimation of shell-egg storage time from portable NIR spectra, with egg-disjoint validation, chemometric models and documented computational analyses.

husseinsaeid85-hue /multispectral-plastic-classification

Multispectral NIR classification of 11 plastic types: 9-channel ResNet-18 vs. XGBoost on spectral intensity features

parisa-poorhasani /nir-moisture-prediction

NIR spectroscopy-based moisture prediction using PLS, SVR, ANN, and spectral preprocessing techniques.

etekeli-cpu /zz-kernel-classical-surrogate

Closed-form classical surrogate for the ZZ quantum feature map: the induced metric is I + π²Q, the signless Laplacian of the entanglement graph. Code and data for the paper.

Tai-ShengYeh /spectraview

SpectraGryph-inspired desktop spectroscopy viewer & processor (PySide6 + pyqtgraph): FTIR/Raman/UV-Vis/NIR/XRF, baseline/smoothing/chemometrics, peak finding & Gaussian/Lorentzian/Voigt fitting, JCAMP-DX/SPC/OPUS IO.

ChristianGoueguel /lwpls

Locally-weighted partial least squares (LW-PLS) for tidymodels: just-in-time regression and classification with a fast C++ engine, covariance-based LW-PLS (CbLW-PLS), and parsnip, dials and tune integration.

Julians30 /Julians30

Perfil académico y proyectos de Julián Coronel Reyes: inteligencia artificial agropecuaria, visión por computador, espectroscopía NIR y economía aplicada.