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Customers are turning to SambaNova to quickly deploy state-of-the-art AI capabilities to gain competitive advantage. Our purpose-built enterprise-scale AI platform is the technology backbone for the next generation of AI computing. We power the foundation models that unlock the valuable business insights trapped in data.
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TACKLING ILLEGAL FISHING WITH TRUE RESOLUTION SATELLITE IMAGERY

Illegal, Unreported and Unregulated (IUU) fishing is a threat to food supply and marine ecosystem health, It exacerbates the effects of climate change and can damage wildlife.

This demo is based on the xView3 challenge, in which scientists are being tasked to develop algorithms that identify and classify SAR satellite images of vessels suspected of engaging in IUU fishing.

Why this
is difficult

Most illegal fishing vessels are not cooperating with automatic identification systems, so there must be some other method to detect them.

resolution
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Detecting small vessels
Ground truth label and detected vessel a correct prediction will be marked by green circle
Going Beyond
Today’s 
Hardware Limits

Today, GPUs can only handle images lower than 4k resolution.

In the below example, we include detections from models trained on image  patches which are 800x800 (left), as well as larger patches which are 2048x2048 pixels(middle), all  he way to 5k x 5k (right). Having more contextual information through higher resolution, is critical to making more accurate predictions.

Only Sambanova can handle true resolution data, which is critical to accuracy in object detection, segmentation problems, and image classification.

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With SambaNova’s true resolution capabilities, achieve breakthrough accuracy on object detection on satellite imagery.

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Learn how SambaNova can advance your AI initiatives to help you achieve your impossible.
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Our Headquarters:
2200 Geng Road, Unit 100
Palo Alto, CA 94303
(650) 263-1153
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Copyright © 2024 SambaNova Systems, Inc. All rights reserved

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Customers turn to SambaNova to quickly deploy state-of-the-art AI capabilities to meet the demands of the AI-enabled world. Our purpose-built enterprise-scale AI platform is the technology backbone for the next generation of AI computing. We enable customers to unlock the valuable business insights trapped in their data. Our flagship offering, SambaNova Suite, overcomes the limitations of legacy technology to power the large complex foundation models that enable customers to discover new services and revenue streams, and boost operational efficiency. Headquartered in Palo Alto, California, SambaNova Systems was founded in 2017 by industry luminaries, and hardware and software design experts from Sun/Oracle and Stanford University. Investors include SoftBank Vision Fund 2, funds and accounts managed by BlackRock, Intel Capital, GV, Walden International, Temasek, GIC, Redline Capital, Atlantic Bridge Ventures, Celesta, and several others.
Our Headquarters:
2200 Geng Road, Unit 100
Palo Alto, CA 94303
(650) 263-1153
Terms & Conditions Privacy Policy
Copyright © 2024 SambaNova
Systems, Inc. All rights reserved