merged_projects_1 Computer Vision Project

uFTIR Particles

Updated a year ago

views

downloads

Metrics

Try This Model

Drop an image or

browse your device

Description

In the context of this project, the samples for µ-FTIR analysis contained up to a few thousands particles. The integrated particle detection tool (Particle Wizard - OMNIC Picta) gave poor performances and an AI segmentation tool was needed. Using this dataset, we trained a Detectron2 neural network that was used within GEPARD, an open source software used to improve Raman and FTIR target acquisition and data analysis. With Roboflow, it is possible to export this dataset to various format and use these data to train different architecture of segmentation neural networks.

Use This Trained Model

Try it in your browser, or deploy via our Hosted Inference API and other deployment methods.

Try In Browser Deploy Model

Build Computer Vision Applications Faster with Supervision

Visualize and process your model results with our reusable computer vision tools.

Cite This Project

LICENSE

CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            merged_projects_1_dataset,
                            title = { merged_projects_1 Dataset },
                            type = { Open Source Dataset },
                            author = { uFTIR Particles },
                            howpublished = { \url{ https://universe.roboflow.com/uftir-particles/merged_projects_1 } },
                            url = { https://universe.roboflow.com/uftir-particles/merged_projects_1 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jul },
                            note = { visited on 2024-11-21 },
                            }