Listen "#31 - How to make autonomous vehicles drive in different places? Understanding domain adaptation and semi-supervised learning."
Episode Synopsis
Hey guys, in this episode I explain how an autonomous vehicle can learn to drive in a specific city and be able to generalize the driving knowledge to any other city. To explain it, I show the concept of of semi-supervised learning and domain adaptation. I explain the the ideia with the first proposed architecture and what we have today as state of the art for this problem.
Instagram: https://www.instagram.com/podcast.lifewithai/
Linkedin: https://www.linkedin.com/company/life-with-ai
Code: https://github.com/filipelauar/projects/blob/main/domain_adaptation_semi_supervised_learning_MNIST_pytorch.ipynb
Instagram: https://www.instagram.com/podcast.lifewithai/
Linkedin: https://www.linkedin.com/company/life-with-ai
Code: https://github.com/filipelauar/projects/blob/main/domain_adaptation_semi_supervised_learning_MNIST_pytorch.ipynb
More episodes of the podcast Life with AI
#99- GraphRAG.
05/12/2024
#98- On-device AI with SmolLM.
07/11/2024
#96- Maritaca AI, the brazilian LLM company.
24/10/2024
#95- Why Chain of Thought works?
26/09/2024
#94- OpenAI o1
19/09/2024
#93- Different types of AI.
12/09/2024
#92- Llama3 benchmarks, vision and speech.
22/08/2024
#91- Llama 3 training.
15/08/2024
#90- Llama 3 paper overview.
25/07/2024
ZARZA We are Zarza, the prestigious firm behind major projects in information technology.