Detectroïd

Scientific background

Detectroïd

Revolutionize Your Organoid Growth Tracking

An intelligent AI-based solution to precisely analyze and quantify the growth of 3D cell cultures. Detectroïd uses Facebook AI's Detectron2 technology to automatically detect, segment, and measure your organoids, saving you valuable time in your analyses.

Detectroïd Interface
90%+ Detection Accuracy

Why Choose Our Solution?

Detectroïd combines cutting-edge AI with biological expertise to deliver a powerful analysis platform for your research

Exceptional Precision

Our fine-tuned model achieves over 90% segmentation accuracy, ensuring reliable measurements of your cultures.

Significant Time Savings

Automate the analysis of hundreds of images in minutes instead of hours of manual work.

Quantifiable Data

Get precise surface measurements in mm² to objectively track the growth of your organoids over time.

Who Can Benefit From This Technology?

Our platform has been designed to support various stakeholders in biological research and development

Biology Researchers

Ideal for research laboratories working on organoid models, saving valuable time on image analysis.

Pharmaceutical Companies

Optimize your drug testing on 3D cultures with precise analyses and consistent results.

Biomedical Institutes

Standardize your analysis protocols for reproducible results across multiple research teams.

Key Features

Explore the powerful capabilities that make Detectroïd an essential tool for your organoid research

Automatic Organoid Detection

Powered by artificial intelligence to identify organoids in your microscopy images with high precision.

Precise Segmentation

Accurate delineation of cell boundaries for reliable measurements and growth tracking.

Surface Calculation

Calculate area in mm² with custom calibration options to match your specific microscope setup.

Excel Export

Export results to Excel format for further analysis and integration with your research workflow.

Visualization

View detections with colored masks for easy verification and quality control of results.

Batch Processing

Analyze hundreds of images simultaneously to save time and standardize your research results.

Detectroïd Workflow

Complete Workflow Integration

From image acquisition to statistical analysis, Detectroïd seamlessly integrates with your existing research protocols

What Our Users Say

Dr. Sophie Martin

Dr. Sophie Martin

Cell Biology Researcher, University of Paris

"This solution has allowed us to significantly accelerate our analyses and obtain more consistent results between experiments."

Marc Dupont

Marc Dupont

R&D Engineer, BioTech Solutions

"The intuitive interface and precision of measurements have transformed our organoid analysis workflow."

Prof. Zhang Wei

Prof. Zhang Wei

Lab Director, Institute of Regenerative Medicine

"An essential tool for any laboratory working with 3D cell cultures."

Technology & Compatibility

Our solution relies on cutting-edge technologies in artificial intelligence and computer vision to deliver optimal performance.

Compatible with common image formats (JPG, PNG, TIFF) and operating systems (Windows, MacOS, Linux)

Python
PyTorch
Detectron2
OpenCV
NumPy
Next.js

Plans Tailored to Your Needs

Free

$0

  • For students and academic projects
  • Limited to 50 images/month
  • Basic features
  • Community support
Popular

Standard

$99/month

  • For research laboratories
  • Unlimited analyses
  • All features
  • Email technical support

Premium

$499/month

  • For companies and institutions
  • Unlimited analyses
  • Advanced statistical analysis
  • Priority support
  • API for custom integration

Frequently Asked Questions

How does organoid detection work?

Our application uses Detectron2, a state-of-the-art computer vision model, trained specifically on organoid images. It identifies and segments individual organoids from microscopy images with high precision.

What is the accuracy of the surface measurement?

With proper calibration, our system achieves over 90% accuracy in surface measurements compared to manual analysis by experts. The accuracy can be verified using known-size reference objects.

How do I calibrate the scale for my images?

You can easily set the scale by providing a reference measurement from your microscope in the settings panel. Simply input how many pixels correspond to a known distance (e.g., 100 pixels = 1mm).

Which image formats are supported?

Our system supports all common image formats including JPG, PNG, TIFF, and BMP. It can also handle multi-layer TIFF files from confocal microscopy.

Can I export my results?

Yes, all analysis results can be exported in multiple formats including Excel (.xlsx), CSV, and JSON for integration with other analysis tools or databases.

About the Project

A 5D project module initiative by Supbiotech BT 2026, focused on improving 3D cell culture growth monitoring through AI-powered solutions.

Developed by: FONTANIER Axel, ROUILLEAUX Jeanne, FISHER Périne,

Eva Alpande-dos-santos, Rosa Abdiche, Camille Franceschi, Axelle Guillier