基于深度学习的近红外光谱数据回归分析模型
☆69Nov 4, 2024Updated last year
Alternatives and similar repositories for Nirs-DeepLearning-model
Users that are interested in Nirs-DeepLearning-model are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 近红外光谱 用grnn做组分识别☆19Aug 10, 2018Updated 7 years ago
- 近红外光谱开源数据集☆53Nov 4, 2024Updated last year
- 近红外光谱波长筛选算法☆28May 18, 2020Updated 6 years ago
- 目前在学习的，通过一维卷积神经网络对近红外光谱数据进行预测☆18Oct 26, 2024Updated last year
- The code for NIRS analysis based SVM&ANN☆15Dec 2, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 基于一维残差网络和近红外光谱技术的煤矸石识别方法☆13Nov 26, 2023Updated 2 years ago
- Deep Learning models applied to the analysis of VIS-NIR spectral data☆146Dec 10, 2025Updated 5 months ago
- Example of NIR spectrogram processing for regression using Python☆26Oct 23, 2018Updated 7 years ago
- Aiming at the common training datsets split, spectrum preprocessing, wavelength select and calibration models algorithm involved in the s…☆183Jan 20, 2023Updated 3 years ago
- We present here a 1D convolutional neural network model to predict grain protein content using spectroscopic data of multiple cereals☆15Apr 7, 2022Updated 4 years ago
- 高光谱数据预处理方法python代码☆89Apr 20, 2022Updated 4 years ago
- Wavelength selection in spectroscopy☆77Nov 17, 2022Updated 3 years ago
- Spectral modeling analysis, including data preprocessing, wavelength selection, regression, classification, clustering, and related proce…☆16Dec 12, 2024Updated last year
- [CVPR 2026] Task-Aware Image Signal Processor for Advanced Visual Perception☆31Mar 28, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 基于CNN和RNN的高光谱分类☆22Nov 18, 2019Updated 6 years ago
- 竞争性自适应重加权采样法（competitive adapative reweighted sampling， CARS）python代码☆25Apr 20, 2022Updated 4 years ago
- Common preprocessing such as sg, msc, SNV, first-order derivative, second-order derivative, etc.☆107Nov 17, 2022Updated 3 years ago
- NIRS-KIT is a MATLAB toolbox for both task and resting-state fNIRS data analysis with a user-friendly GUI.☆23Oct 29, 2025Updated 6 months ago
- 项目描述：项目基于 CNN，通过深度学习技术自动分类垃圾，以提高垃圾分类的效率和准确性。系统集成了多种先进 的图像识别模型，如 MobileNetV2、ResNet50 和 EfficientNetB0，以适应不同的计算需求和环境限制。 项目实现：利用 Python 编程语…☆24Feb 8, 2025Updated last year
- 问题定义，下载数据，观察结构，找最相关部分特征； 除去异常值，填充缺省值， 部分特征正态化，特征编码向量化，增加新特征； 定义评估标准，选择表现好的几个模型，模型参数最优化，stacking模型融合。最终误差降低到0.101左右。详细介绍见https://zhuanlan.z…☆17Nov 3, 2019Updated 6 years ago
- 用numpy实现全连接神经网络(正向传播与反向传播)。Using numpy to realize fully connected neural network(forward and backward)☆12Jan 18, 2023Updated 3 years ago
- python toolkit for calibration of near infrared ( NIR) spectra☆18Dec 27, 2024Updated last year
- Data and codes for 1D_CNN_For_Mineral_Classification☆20Jul 13, 2021Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 智源杯天文数据算法挑战赛 2020.1.15 - 2020.4.2☆12May 18, 2020Updated 6 years ago
- 基于随机采样与精度加权的Stacking算法，用于kaggle竞赛House Price的房价预测，比传统stacking算法有所提升☆12Jun 7, 2021Updated 4 years ago
- 在RK3588上实现的yolov5+sort目标检测与跟踪（c++版本）☆13May 28, 2024Updated last year
- Code for "The Expressive Power of Low-Rank Adaptation".☆20Apr 19, 2024Updated 2 years ago
- 江苏大学博士学位论文Latex模板☆18May 9, 2025Updated last year
- ☆39Jan 11, 2023Updated 3 years ago
- Open source data set for quantitative and qualitative analysis of near-infrared spectroscopy☆50Jun 2, 2022Updated 3 years ago
- ENVI_IDL遥感影像批处理☆13Apr 30, 2019Updated 7 years ago
- [WACV 2024] TSP-Transformer: Task-Specific Prompts Boosted Transformer for Holistic Scene Understanding☆13May 30, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 牙片牙齿图像分割系统源码＆数据集分享 [yolov8-seg-dyhead-DCNV3等50+全套改进创新点发刊_一键训练教程_Web前端展示]☆20Oct 18, 2024Updated last year
- Snippets and data from the blog of Nirpy Research☆102May 2, 2026Updated 3 weeks ago
- An implementation of APSIM(APSIM Next Generation, a crop model) Client for the Python programming language.☆13Jun 1, 2023Updated 2 years ago
- This repository performs radiative heat transfer calculations in a user defined enclosure with a participating medium by using Monte Carl…☆10Apr 24, 2026Updated last month
- tju机器学习算法与应用大作业——基于预处理的小麦品种的分类和聚类☆14Nov 16, 2021Updated 4 years ago
- ☆22Jan 6, 2026Updated 4 months ago
- The official code for "DaFIR: Distortion-Aware Representation Learning for Fisheye Image Rectification", TCSVT, 2023.☆13May 30, 2025Updated 11 months ago