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Computer Vision, Data Collection from Sensors, and AI Technology, IPD Scientific

Explore the Power of Computer Vision and Sensor Technology

Expertise in custom computer vision technology development for all sensors and applications

Expertise in Developing Algorithms for Image Processing, Automation, Computer Vision, Machine Learning, and Deep Learning

Our team has extensive experience in developing algorithms for various applications including image processing, automation, computer vision, machine learning, and deep learning. We specialize in creating customized solutions to meet the unique needs of your project. Contact us today to learn more about how we can support your business with our expertise

Also, our team specializes in providing data collection services from a wide range of sensors including endoscopy electro-optical, multispectral, infrared,  sonar, bioluminescent, microscopy, medical, LiDAR, stereo, dynamic vision sensor, areal, and real-life 3D photogrammetry. Contact us today to discuss your specific needs and learn how we can support your project with our specialized data collection services.

Free 15-Minute Initial Consultation - Discover how we can support your business

Computer Vision, AI and Sensor Data Collecton
Endoscopic Sensor for Single Use Endoscopy, 1mm sensor, San Diego

Maximize Your Endoscopic Imaging Potential and Reduce Manufacturing Cost 

We Sell Affordable, Disposable, High-Quality Micro Cameras for Endoscopy Procedures and Biological Applications

Explore Our Computer Vision Projects and Capabilities

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Artificial Intelligence
Algorithm Development 

AI and Computer Vision Algorithm Development

We have experience developing algorithms in the following areas: image/visual sensor/ video processing, computer vision, machine learning, and deep learning.

Custom AI/Machine Learning Computer Vision Algorithm Development - From Planning to Deployment:

Our team of experienced engineers specializes in providing custom development of AI/machine learning computer vision algorithms. We work with you to identify your data collection objectives, automation goals, and sensor equipment needs. We then conduct on-site calibration and data collection, preparing and structuring the data for AI modeling.

Our process includes:

  1. Identification of data collection objectives and automation goals

  2. Data collection and initial preparation, including pre-processing and augmentation

  3. Development of algorithms and models according to automation goals and accuracy goals

  4. Testing and validation of predictions from the model architecture

  5. Improvement of predictions to meet defined quality metrics such as accuracy, error rates, sensitivity, and specificity.


We have a team of experienced engineers with excellent analytical and problem-solving abilities, as well as knowledge of ML frameworks, libraries, data structures, and data modeling. Contact us to discuss your project and learn more about how we can support your business with our expertise in custom AI/machine learning computer vision algorithm development.


Advanced Corrosion Detection Using AI Algorithms - Image Processing with EO and FLIR Cameras for Ship Hulls, Antennas, and Structures.

Expertise in Processing, Registration, and Labeling of Polarized Multichannel Electro-Optical Imagery.

Microscopy Image Processing for Copper Sensing - Evaluating Microbial Corrosion of Electronic Components with CNN Algorithm and Atmospheric Testing Sensor

Anomaly Localization in Sonographic Images for Counter-Mine Operations

UV Epoxy Curing Gel Inspection with Automation with on-the-spot Classification 

Enhancing Dental Hygiene through CV Diagnostics with Endoscopic Devices

CV  Image quality enhancement for Endoscopic Devices

CV Connector Inspections for cable manufactures

Exploratory Data Analysis for Occlusion, Reflection and Shadows for Autonomous Driving 


Our Services

Aerial Photogrammetry - 3D Model Creation and GIS Integration

Our team specializes in providing expertise in aerial photogrammetry. We use software such as Pix4D, AgiSoft, and Bentley Context Capture to create 3D models. Our services include areal photogrammetry, ArcGIS and Google Earth integration, and KML image overlays for Google Earth and Satellite Toolkit. Our services include:

  • 3D model creation with Pix4D, AgiSoft, and Bentley Context Capture

  • Areal Photogrammetry

  • ArcGIS and Google Earth Integration

  • KML Image overlays for Google Earth and Satellite Toolkit

Contact us today to learn more about how we can support your project with our expertise in aerial photogrammetry and 3D modeling.

AI Expertise in Automating Predictions with Algorithms

Our team of experts specializes in developing algorithms to automate predictions using a variety of frameworks such as Keras, PyTorch, Tensorflow, and more. We conduct reinforcement learning to improve accuracy, test predictions after model completion, and improve predictions to suit your quality metrics such as accuracy, sensitivity, and specificity. Examples of our services include:

  • Deployment of various CNN regression models for volumetric 3D image data

  • Object detection algorithms

  • Anomaly localization

  • U-Net segmentation models

  • Multiclass multi-organ classification

  • Labeling-Slicer, ITK, Cell-Profiler

  • Laplace data fusion

  • Data augmentation for training set enhancement

  • Optical character recognition (OCR) for text-based video feeds

  • Deep learning architecture optimization

  • Performance metrics collection

  • Deep Learning architecture selection 

Our team provides expert scientific consulting services for a wide range of projects. Our services include initial prototyping, data collection, and processing, AI model architecture selection, model metrics, performance evaluation, and AI optimization. 

  • Initial Prototyping

  • Data collection and processing

  • AI model architecture selection

  • Model metrics and performance evaluation

  • AI optimization

  • Photogrammetry modeling 

Contact us today to learn more about how we can support your project with our expert scientific consulting services.

Specialized Data Collection and Labeling Services for Various Sensor Types
Our team specializes in providing data collection and labeling services for various sensor types, including:
  • Video (areal/land)

  • Electro-optical 4K

  • LiDAR Point Cloud (Faro Scanner)

  • Thermal (IR)

  • Multispectral (NIR-IR)

  • Dynamic Vision Sensor (DVS)

  • Depth Cameras (Intel RealSense)

  • Microscopy (Non-clinical)

  • Bioluminescent

  • Smart Sensors

  • Scanning Electron Microscope (SEM)


We also provide data clean-up services to ensure your data is accurate and ready for analysis. 

Expertise in High-Speed RF Board Design and Simulation, High-Density PCB Design, and Product Development Processes
  • Multi-layer and high-speed RF board design and simulation

  • Document control

  • Design of high-density and high-speed PCBs with high-pin-count micro BGAs

  • Management of the entire design process, including component libraries generation and maintenance, schematic capture, PCB layout, and generation of manufacturing output files

  • Knowledge of product development processes, DFM/DFA/DFT/EMI requirements, and IPC standards

  • Experience in power supply and amplifier design, high-speed digital and RF circuits, and stack-up calculation for high-speed PCBs

  • Skilled in BOM, assembly, and Gerber files

  • Experience with Agile systems.


How to Contact Us Regarding Multi-layer and High-Speed RF Board Design and Simulation

If you're looking for a partner to help with multi-layer and high-speed RF board design and simulation, look no further. We are experts in this field and ready to help you with all your needs. Here's how to reach us:​


Give us a call: If you have a quick question or need to speak with someone right away, feel free to give us a call. Our friendly and knowledgeable staff will be happy to help.​

With our expertise in document control, high-density and high-speed PCB design, component library management, and more, we're confident we can help you with all your multi-layer and high-speed RF board design and simulation needs. Contact us today to learn more!

PCB  and Computer Vision
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