PyTorch Tutorial 15 – Transfer Learning
New Tutorial series about Deep Learning with PyTorch!
⭐ Check out Tabnine, the FREE AI-powered code completion tool I use to help me code faster: https://www.tabnine.com/?utm_source=youtube.com&utm_campaign=PythonEngineer *
In this part we will learn about transfer learning and how this can be implemented in PyTorch.
We will learn:
- What is Transfer Learning
- Use the pretrained ResNet-18 model
- Apply transfer learning to classify ants and bees
- Exchange the last fully connected layer
- Try 2 methods: Finetune the whole network or train only the last layer
- Evaluate the results
📚 Get my FREE NumPy Handbook:
https://www.python-engineer.com/numpybook
📓 Notebooks available on Patreon:
https://www.patreon.com/patrickloeber
⭐ Join Our Discord : https://discord.gg/FHMg9tKFSN
Part 15: Transfer Learning
You can download the dataset here:
https://download.pytorch.org/tutorial/hymenoptera_data.zip
If you enjoyed this video, please subscribe to the channel!
Official website:
https://pytorch.org/
Part 01:
https://youtu.be/EMXfZB8FVUA
More about Transfer Learning:
https://pytorch.org/tutorials/beginner/transfer_learning_tutorial.html
Code for this tutorial series:
https://github.com/patrickloeber/pytorchTutorial
You can find me here:
Website: https://www.python-engineer.com
Twitter: https://twitter.com/patloeber
GitHub: https://github.com/patrickloeber
#Python #DeepLearning #Pytorch
----------------------------------------------------------------------------------------------------------
* This is a sponsored link. By clicking on it you will not have any additional costs, instead you will support me and my project. Thank you so much for the support! 🙏
New Tutorial series about Deep Learning with PyTorch!
⭐ Check out Tabnine, the FREE AI-powered code completion tool I use to help me code faster: https://www.tabnine.com/?utm_source=youtube.com&utm_campaign=PythonEngineer *
In this part we will learn about transfer learning and how this can be implemented in PyTorch.
We will learn:
– What is Transfer Learning
– Use the pretrained ResNet-18 model
– Apply transfer learning to classify ants and bees
– Exchange the last fully connected layer
– Try 2 methods: Finetune the whole network or train only the last layer
– Evaluate the results
📚 Get my FREE NumPy Handbook:
https://www.python-engineer.com/numpybook
📓 Notebooks available on Patreon:
https://www.patreon.com/patrickloeber
⭐ Join Our Discord : https://discord.gg/FHMg9tKFSN
Part 15: Transfer Learning
You can download the dataset here:
https://download.pytorch.org/tutorial/hymenoptera_data.zip
If you enjoyed this video, please subscribe to the channel!
Official website:
https://pytorch.org/
Part 01:
https://youtu.be/EMXfZB8FVUA
More about Transfer Learning:
https://pytorch.org/tutorials/beginner/transfer_learning_tutorial.html
Code for this tutorial series:
https://github.com/patrickloeber/pytorchTutorial
You can find me here:
Website: https://www.python-engineer.com
Twitter: https://twitter.com/patloeber
GitHub: https://github.com/patrickloeber
#Python #DeepLearning #Pytorch
———————————————————————————————————-
* This is a sponsored link. By clicking on it you will not have any additional costs, instead you will support me and my project. Thank you so much for the support! 🙏