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GTC ON-DEMAND

Artificial Intelligence and Deep Learning
Presentation
Media
Abstract:
With fewer than 500 North Atlantic right whales left in the world's oceans, knowing the health and status of each whale is integral to the efforts of researchers working to protect the species from extinction. To interest the data science communit ...Read More
Abstract:
With fewer than 500 North Atlantic right whales left in the world's oceans, knowing the health and status of each whale is integral to the efforts of researchers working to protect the species from extinction. To interest the data science community, NOAA Fisheries has organized a competition hosted on Kaggle.com. The challenge was to automate the right whales recognition process using a dataset of aerial photographs of individual whales - currently a painstaking and lengthy, manual process. In this session, I will outline the winning solution. It is based on deep learning and convolutional neural networks.  Back
 
Topics:
Artificial Intelligence and Deep Learning, Computer Vision
Type:
Talk
Event:
GTC Silicon Valley
Year:
2016
Session ID:
S6723
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Abstract:
With fewer than 500 North Atlantic right whales left in the world's oceans, knowing the health and status of each whale is integral to the efforts of researchers working to protect the species from extinction. To interest the data science community, ...Read More
Abstract:
With fewer than 500 North Atlantic right whales left in the world's oceans, knowing the health and status of each whale is integral to the efforts of researchers working to protect the species from extinction. To interest the data science community, NOAA Fisheries has organized a competition hosted on <a href="http://Kaggle.com">Kaggle.com</a>. The challenge was to automate the right whales recognition process using a dataset of aerial photographs of individual whales - currently a painstaking and lengthy, manual process. In the poster, we outline the winning solution. It is based on deep learning and convolutional neural networks.  Back
 
Topics:
Artificial Intelligence and Deep Learning, Computer Vision
Type:
Poster
Event:
GTC Silicon Valley
Year:
2016
Session ID:
P6325
Download:
Share:
 
 
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