Frame
Top Mat
Bottom Mat
Dimensions
Image:
14.00" x 8.00"
Overall:
16.00" x 10.00"
Drop#2 Art Print
by Javier Ideami
Product Details
Drop#2 art print by Javier Ideami. Our art prints are produced on acid-free papers using archival inks to guarantee that they last a lifetime without fading or loss of color. All art prints include a 1" white border around the image to allow for future framing and matting, if desired.
Design Details
Loss Landscape created with data from the training process of a convolutional network. Convnet, imagenette dataset, sgd-adam, bs=16, bn, lr sched,... more
Ships Within
3 - 4 business days
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Artist's Description
Loss Landscape created with data from the training process of a convolutional network. Convnet, imagenette dataset, sgd-adam, bs=16, bn, lr sched, train mod, 250k pts, 20p-interp, log scaled (orig loss nums) & vis-adapted.
This piece has been created through a multi day process composed of different stages that begin with the training of deep learning neural networks and proceeds through a number of phases until arriving to the final artwork.
When analyzing the loss landscape generated while increasing dropout, we see a noise layer taking over the landscape, a layer that is disruptive enough to help in preventing overfitting and the memorization of paths and routes across the landscape, and yet not disruptive enough to prevent convergence to a good minima (unless dropout is taken to extreme values).
Created by Javier Ideami.
For more about the Loss Landscape project visit https://losslandscape.com
About Javier Ideami
Explorer of A.I, AR, advanced visualizations & others, multidisciplinary engineer & creative director. As a multidisciplinary creative director, engineer, artist and entrepreneur, Javier has travelled the world leading projects, exhibiting his work and giving talks, from Silicon Valley to the jungles of Bali, from Stanford University, through the United Nations FAO HQ and the financial center of London, to the International Cultural Diplomacy Conference in Berlin and many others. In his latest works, Javier Ideami produces A.I artworks through a complex process that can last many days. The process begins with training a neural network and capturing relevant data. This multidimensional data is then transformed into a 3D piece which is...
$22.35
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