How to implement instance segmentation using YOLOv8 neural network

1

Roboflow Annotate

To make this process easier, there are a lot of programs exist to visually annotate images for machine learning. You can ask a search engine something like "software to annotate images for machine learning" to get a list of them. There are also many online tools that can do all this work. One of the great online tools for this is the Roboflow Annotate. Using this service, you just need to upload your images, draw polygons on them, and set class for each polygon. Then, the tool will automatically create annotation files, split your data to train and validation datasets, will create a YAML descriptor file, and then you can export and download the annotated data as a ZIP file.

#SaaS #Developer Tools #AI 3 social mentions

2

Jupyter

Let's just start coding. You need an environment when you can run Python code. I recommend to use Jupyter Notebook. In the next sections, all code samples and output assumes that you run this in the Jupyter Notebook.

#Data Science And Machine Learning #Data Science Tools #Data Science Notebooks 205 social mentions