NormanTrinh / APLASTIC-Q-rework

Aquatic plastic litter detection, classification and quantification

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APLASTIC-Q (Reworked by Nguyen Huu Khoa and me)

This project reworked from paper:

https://iopscience.iop.org/article/10.1088/1748-9326/abbd01/pdf

Folder tree:

.
├───Marine_Litter_Dataset_developed_for_APLASTIC_Q_publication
├───model
└───test_folder
    ├───fifty
    ├───hundred
    └───input_image

Data (include pretrained models):

https://www.mediafire.com/file/7ra8ivjk9d6fcym/data_APLASTIC_Q.zip/file

Extract downloaded data in this folder

How to use

train.ipynb: contain Prepare Data, APLASTIC-Q Models and train function

inference.ipynb: to test with your own image

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Aquatic plastic litter detection, classification and quantification


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