Our Spectral Range: The Foundation of Our Advanced Vision
Visible Spectrum
[1] Visible Spectrum: 400-700nm
Covers the range that the human eye can perceive, approximately 400-700 nm. Fundamental for the first layer of perception and identification of obvious characteristics.
- Deep Blue: 400-452 nm
- Blue: 448-510 nm
- Green: 518-586 nm
- Yellow: 590-630 nm
- Red: 632-692 nm
Near Infrared (NIR)
[2] NIR Spectrum: 772-964nm
Located just after the visible spectrum, at longer wavelengths. NIR is crucial for the analysis of vegetation health and structure due to the way water and cellular components interact with this radiation.
- Red edge: 706-746 nm
An important transition region for vegetation analysis, indicating vigor and stress. - NIR1: 772-890 nm
- NIR2: 866-954 nm
Shortwave Infrared (SWIR)
[3] SWIR Spectrum: 1192-2365nm
Located at even longer wavelengths than NIR. SWIR bands are excellent for detecting water content, soil types, minerals, and physiological stress in plants, offering a deeper insight into conditions.
- SWIR 1: 1195-1225 nm
- SWIR 2: 1550-1590 nm
- SWIR 3: 1640-1680 nm
- SWIR 4: 1710-1750 nm
- SWIR 5: 2145-2185 nm
- SWIR 6: 2185-2225 nm
- SWIR 7: 2235-2285 nm
- SWIR 8: 2295-2365 nm
Exploring the Electromagnetic Spectrum with Hybrid CV
Interact with the diagram below to understand the wavelength ranges that our technology uses for precise analysis of plants and seeds.
Active Band: Hover over or click on a band
Wavelength Range: N/A
Spectral bands are windows to invisible information, revealing crucial data about the health and characteristics of plants and seeds.
Solar Radiation:
The Source of Our Vision
The bell-shaped gray curve that decreases from left to right represents the intensity of solar radiation that reaches the Earth at different wavelengths. Most of the solar energy is concentrated in the visible and near-infrared regions, areas that Hybrid CV intensively explores for its analyses.
Wavelength (nm):
The Measure of Light
Represents the wavelength of electromagnetic radiation in nanometers (nm), going from shorter wavelengths (on the left, ~250 nm, like ultraviolet) to longer ones (on the right, >2500 nm, like mid-infrared). Each wavelength interacts uniquely with matter, providing valuable spectral signatures.
Reflectance:
The Spectral Signature
Reflectance is the proportion of solar radiation that is reflected by a surface, such as a leaf. Each material reflects light differently at each wavelength, creating a unique 'spectral signature'. Hybrid CV analyzes these signatures to identify the health status, composition, and characteristics of each plant.
Our Benefits:
Transforming Data into Intelligent Decisions
Intelligent Selection
Precise classification and categorization of plants, seedlings, and seeds, optimizing the production process and ensuring the choice of the ideal genetic material.
Precise Monitoring
Early detection of stress factors, nutritional deficiencies, and diseases, allowing for timely interventions and safeguarding plant health.
Seedlings with Greater Potential
Identification of seedlings best suited to the specific conditions of the planting site, ensuring greater success in development and adaptation.
Management Optimization
Refinement of resource allocation and improvement of overall nursery efficiency based on spectral data, reducing costs and waste.
Increased Efficiency
Automation of data collection and analysis for faster, more informed decision-making.
Quality Standardization
Implementation of objective criteria for seedling selection, ensuring consistent and predictable reforestation results.
Performance Prediction
Estimation of the productive and growth potential of seedlings, allowing for more precise planning and optimization of the value chain.
Traceability and Certification
Generation of a detailed digital record for each seedling, facilitating traceability, certification of origin, and proof of sustainable practices.
Hybrid Computer Vision as a Service (VCHaaS)
Maximize the value of your biological assets with FCarbon's expertise in Hybrid Computer Vision. We offer a complete and scalable solution, delivered as a service, to optimize your processes and boost your results.
How It Works:
Our Hybrid Computer Vision as a Service (VCHaaS) integrates high-resolution multispectral data, captured by sensors embedded in drones, satellites, or ground stations, with advanced Artificial Intelligence (AI) models and the expertise of our scientists.
The process involves:
- Spectral Data Acquisition: Collection of detailed multispectral data through calibrated and optimized sensors for your specific needs.
- Processing and Pre-processing: Atmospheric correction, noise removal, and normalization of spectral data to ensure the quality and consistency of the analyses.
- AI Analysis and Modeling: Application of Convolutional Neural Network (CNN) models and other machine learning algorithms to extract relevant information from spectral data.
- Validation and Interpretation: Our experts validate the results generated by the AI, interpret the insights, and provide actionable recommendations for your team.
- Results Delivery: Access to results through an intuitive online dashboard, with customized visualizations, detailed reports, and APIs for integration with your systems.
Technology:
FCarbon's VCHaaS is built on a robust and scalable technological foundation, using:
- High-Resolution Multispectral Sensors: Calibrated sensors to capture detailed information in multiple spectral bands (UV, Visible, NIR, SWIR), optimized for different applications.
- Cloud Computing Infrastructure: Use of an international Cloud Computing provider for large-scale data processing and secure storage.
- Convolutional Neural Networks (CNNs): Deep Learning models for classification, segmentation, and pattern detection in spectral images.
- Machine Learning Algorithms: Use of regression, classification, and clustering algorithms for predictive modeling and data analysis.
- APIs and Integrations: RESTful APIs for easy integration with your management systems, remote sensing platforms, and other analysis tools.
Main VCHaaS Features:
Our VCHaaS offers a wide range of features to meet your specific needs:
- Plant, Seedling, and Seed Quality: Non-destructive assessment of the quality of plants, seedlings, and seeds, identifying characteristics such as vigor, germination, and growth potential.
- Plant Health: Early detection of water stress, nutritional deficiencies, pests, and diseases, allowing for quick and efficient interventions.
- Classification: Accurate classification of plants, crops, and species based on their unique spectral signatures.
- Categorization: Categorization of different plant development stages, identifying maturation, flowering, and other important phenological events.
- Advanced Spectral Analysis: Detailed analysis of reflectance and transmittance spectra, identifying chemical compounds, biomarkers, and other relevant characteristics.
- Continuous Monitoring: Continuous monitoring of plant health, allowing for the identification of trends, anomalies, and risk areas.
- Performance Prediction: Predictive modeling of plant and crop performance, based on spectral data and environmental variables.
- Mapping and Zoning: Generation of detailed maps and zoning of areas with different levels of plant health, productivity, or risk.
- Input Optimization: Recommendation for the application of inputs (fertilizers, pesticides, irrigation) in an optimized way, based on the specific needs of each area.
VCHaaS Benefits:
- Cost Reduction: Optimization of input use, reduction of production losses, and decrease in the need for manual interventions.
- Productivity Increase: Maximization of crop yield, identification of high-potential plants, and optimization of management practices.
- Quality Improvement: Guarantee of the quality of plants, seedlings, seeds, and final products, meeting the highest market standards.
- Data-Driven Decision Making: Access to accurate information and actionable insights to make more strategic and efficient decisions.
- Sustainability: Reduction of the environmental impact of agricultural activities, optimization of the use of natural resources, and promotion of more sustainable practices.
- Scalability: An on-demand solution! Create your account now!
Hybrid C Vision
Our Intelligent Hybrid CV App turns data into action! Monitor your areas, optimize resources, and boost results, all in one place. Track your production performance, detect problems early, and make strategic decisions with precise information. The intuitive interface facilitates access to data, trend analysis, and collaboration between teams. Elevate your production management and reach new levels of efficiency with the Intelligent Hybrid CV App.
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Spectral Quality
Elevate the quality of your production with Spectral Quality! We analyze the internal composition of your products, identifying characteristics that impact flavor, texture, and nutritional value. Optimize processes, improve the selection of raw materials, and ensure the standardization of your products. Spectral Quality offers precise information to meet consumer demands and conquer new markets. Discover the power of spectral analysis to transform your production.
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Plant Health
Spectral Health is the key to vigorous production! Monitor plant health in real time,
identifying stresses, diseases, and nutritional deficiencies before they cause significant losses.
Optimize the use of inputs, reduce costs with pesticides, and promote a healthier production environment.
Spectral Health offers precise information to protect your investment and ensure an
abundant harvest. Prevent losses and boost your production.
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Spectral
Classification
Spectral Classification enhances the precision of your production! Identify different species, varieties, and qualities based on their unique spectral characteristics. Optimize seed selection, product separation, and inventory management. Spectral Classification offers precise information to add value to your products and meet the demands of the most demanding markets. Enhance precision and conquer new markets.
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Spectral Categorization
Optimize your processes with Spectral Categorization! Classify your products according to the stage of
maturation, moisture level, and other important characteristics. Optimize harvesting, drying,
storage, and marketing. Spectral Categorization offers precise information to ensure the
quality of your products and maximize your profits. Simplify your processes and increase your profits.
Advanced Spectral Analysis
Advanced Spectral Analysis reveals the invisible! Explore the composition of your products in depth,
identifying chemical compounds, biomarkers, and other elements that impact quality and value.
Optimize processes, improve product formulation, and conquer new markets. Advanced Spectral
Analysis offers precise information to innovate and stand out from the competition. Innovate and stand out.
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