Deep Learning for Video Analysis - Victor Campos - UPC Barcelona
Join the channel membership:
/ aipursuit
Subscribe to the channel:
https://www.youtube.com/c/AIPursuit?s...
Support and Donation:
Paypal ⇢ https://paypal.me/tayhengee
Patreon ⇢ / hengee
BTC ⇢ bc1q2r7eymlf20576alvcmryn28tgrvxqw5r30cmpu
ETH ⇢ 0x58c4bD4244686F3b4e636EfeBD159258A5513744
Doge ⇢ DSGNbzuS1s6x81ZSbSHHV5uGDxJXePeyKy
Wanted to own BTC, ETH, or even Dogecoin? Kickstart your crypto portfolio with the largest crypto market Binance with my affiliate link:
https://accounts.binance.com/en/regis...
BuyMeACoffee: https://www.buymeacoffee.com/angustay
-----------------------------------------------------------------------------------------
The video was published under the license of the Creative Commons Attribution license (reuse allowed) and is reposted for educational purposes.
Source: • Deep Learning for Video Analysis - Victor ...
Abstract:
Deep learning technologies are at the core of the current revolution in artificial intelligence for multimedia data analysis. The convergence of large-scale annotated datasets and affordable GPU hardware has allowed the training of neural networks for data analysis tasks which were previously addressed with hand-crafted features. Architectures such as convolutional neural networks, recurrent neural networks and Q-nets for reinforcement learning have shaped a brand new scenario in signal processing. This course will cover the basic principles and applications of deep learning to computer vision problems, such as image classification, object detection or image captioning.