Dataset creation For this tutorial I generated my own penguins dataset, by manually tagging about ~250 images and video frames of penguins from the web. It took me fe… See more

The configurations for the training are divided to three YAML files, which are provided with the repo itself. We will customize these files depending on the task, to fit o… See more

For the simplicity of this tutorial, we will train the small parameters size model YOLOv5s6, though bigger models can be used for improved results. Different training approache… See more

To evaluate our model we’ll utilize the validation script. Performances can be evaluated over the training, validation or test dataset splits, controlled by the ‘task’ argument. … See more

Once we obtained satisfying training performances, our model is ready for inference. Upon inference, we can further boost the predictions accuracy by applying test-time a… See more