Microplastic images and Automatic classification by deep learning
Published: 18 February 2025| Version 1 | DOI: 10.17632/yyn2g83vsy.1
Contributors:
Valéria de Almeida, , , , , Description
Real images of microplastics and algae from sediment of a freshwater reservoir, obtained by optical microscopy ("Microplastics and algae.zip"). Also, a code for automated classification of microplastics and algae using Deep Learning ("[code] Microplastics_algae_classification.ipynb - Colab.pdf").
Files
Steps to reproduce
Sediment gathering, microplastic separation, microplastic screening and identification, microplastic visual registration, code development.
Institutions
Universidade Estadual de Ponta Grossa - Campus Uvaranas
Categories
Microscopy, Machine Learning, Environmental Challenge, Deep Learning, Sediment Analysis, Sediment Quality, Microplastics, ResNet50
Funding
Coordenação de Aperfeicoamento de Pessoal de Nível Superior
001