uFTIR particles detection Computer Vision Project

uFTIR Particles

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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.

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LICENSE

CC BY 4.0

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

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