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

[@diwahsap]

thank you sir!

[@user-ey9ip8gg7n]

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

[@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.

[@muhammadsabrimas2016]

Is the c2f module in yolov8 not suitable for small object detection cases? I tried to compare with yolov5 which uses the c3 module, and it still has higher accuracy than yolov8

[@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.