AI interactive workshop - train and test your own neural network (plenary talk)
AI interactive workshop - train and test your own neural network (plenary talk)
Jumpstart your AI journey from the ground up with this 45-minute, hands-on tutorial in image recognition using convolutional neural networks, applied to a real-world photonics laser problem. We’ll start with a 25-minute introduction covering the basics, followed by 20 minutes as an interactive coding session. All code will be provided — just bring a charged laptop and a Google/gmail account (for free access to Google Colab). Simply press ‘run’ to train and test your own neural network, or try tweaking the code to boost your score! Perfect for all skill levels, and you’ll leave with practical AI skills and ready-to-use code.
Mills, Ben
05f1886e-96ef-420f-b856-4115f4ab36d0
Grant-Jacob, James A.
c5d144d8-3c43-4195-8e80-edd96bfda91b
Xie, Yunhui
c30c579e-365e-4b11-b50c-89f12a7ca807
Chernikov, Fedor
a5a56a14-d8cf-4a11-8946-dbb145dbda91
Liu, Yuchen
1efd4b12-3f11-4eb1-abea-0f5b40a1a9f1
Zervas, Michalis
1840a474-dd50-4a55-ab74-6f086aa3f701
27 March 2025
Mills, Ben
05f1886e-96ef-420f-b856-4115f4ab36d0
Grant-Jacob, James A.
c5d144d8-3c43-4195-8e80-edd96bfda91b
Xie, Yunhui
c30c579e-365e-4b11-b50c-89f12a7ca807
Chernikov, Fedor
a5a56a14-d8cf-4a11-8946-dbb145dbda91
Liu, Yuchen
1efd4b12-3f11-4eb1-abea-0f5b40a1a9f1
Zervas, Michalis
1840a474-dd50-4a55-ab74-6f086aa3f701
Mills, Ben, Grant-Jacob, James A., Xie, Yunhui, Chernikov, Fedor, Liu, Yuchen and Zervas, Michalis
(2025)
AI interactive workshop - train and test your own neural network (plenary talk).
ILAS 2025: 9th Industrial Laser Applications Symposium, Chesford Grange Hotel, Kenilworth, United Kingdom.
26 - 27 Mar 2025.
Record type:
Conference or Workshop Item
(Other)
Abstract
Jumpstart your AI journey from the ground up with this 45-minute, hands-on tutorial in image recognition using convolutional neural networks, applied to a real-world photonics laser problem. We’ll start with a 25-minute introduction covering the basics, followed by 20 minutes as an interactive coding session. All code will be provided — just bring a charged laptop and a Google/gmail account (for free access to Google Colab). Simply press ‘run’ to train and test your own neural network, or try tweaking the code to boost your score! Perfect for all skill levels, and you’ll leave with practical AI skills and ready-to-use code.
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Published date: 27 March 2025
Venue - Dates:
ILAS 2025: 9th Industrial Laser Applications Symposium, Chesford Grange Hotel, Kenilworth, United Kingdom, 2025-03-26 - 2025-03-27
Identifiers
Local EPrints ID: 510942
URI: http://eprints.soton.ac.uk/id/eprint/510942
PURE UUID: d151c858-1530-4853-9377-54aeb2dc42c2
Catalogue record
Date deposited: 27 Apr 2026 16:47
Last modified: 28 Apr 2026 02:20
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