Training YOLOv8 Models for Trash Detection: AI for Ocean Clean-Up

[@vanshgupta7008]

Did you apply image preprocessing techniques on the dataset?

[@ShridharSBenni]

Hi, can you tell us how you converted geojson data to labels?

[@SB_revathi]

How to visualize the inferences on videos like it has been done for images?

[@manasnikte2600]

exact same issue I am facing

[@diwahsap]

thank you sir!

[@Dataverse-tq6di]

Is there a way to count the biodegrable and non biodegradable items from this?

[@LearnOpenCV]

If the model has been trained to differentiate between the two, it should work.

[@srivalliyada6610]

Is the dataset is balanced??

[@shravan_pi]

DUDE DO YOU HAVE A NVIDIA A100???????

[@sudharsanr6938]

Is a GPU necessary for training the model?

[@LearnOpenCV]

Yes, GPU is necessary for training the model, however for inference depending upon the number of model parameters and size you can try with CPU accordingly.