Seismic Facies Labelling for AI/ML training using open-source software (Django-Labeller) |
|
In this video, you will learn about different open-source tools we might use for facies labeling and get practical experience installing, starting labeling with open-source software, and exporting the result into Python for AI/ML-related workflows.
📓 Resources: Django-Labeller https://github.com/Britefury/django-labeller Link to my GitHub repo with helper functions: https://github.com/RMiftakhov/LabellerUtilsForSegy TIMESTAMPS 00:00 Introduction 02:43 An overview of existing open-source labeling 03:29 Preparing environment for labeling 04:13 Convert SEGY file into a set of images 05:04 Installing Django-Labeller 05:41 Start labeling 07:50 Export labeling into Python BE MY FRIEND: 🌎 My website/blog - https://ruslanmiftakhov.com/ 🪢 LinkedIn - https://www.linkedin.com/in/ruslan-miftakhov/ WHO AM I: I am Chief Technical Officer at a software company that develops AI/ML solutions for the Oil and Gas sector. I am passionate about AI and its application in Oil and Gas. For many years, I have been developing and launching solutions based on AI for various aspects of geoscience and petroleum engineering. I make videos about Deep Learning and Machine Learning applications within Oil and Gas. |