Roboflow Universe uFTIR Particles merged_projects_1

merged_projects_1 Computer Vision Project

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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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This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

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 2024-05-11 },
                            }