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byteLAKE Addressing humanity’s greatest challenges Large areas analytics
Ewa Guard AI helping address humanity's greatest challenges like reforestation and illegal dumping detection. Earth Water ...
Forestry Management with AI AI analyzing drones’ footage & reducing manual work in reforestation
Ewa Guard: 1. Integrate byteLAKE’s Ewa Guard into your system (on-premise, Cloud) 2. Ewa Guard will analyze drones’ footag...
Video: byteLAKE.com/en/EwaGuard-video
Detecting anomalies
Detecting young trees Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree
Ewa Guard’s AI Model Training optimized & accelerated with Lenovo AI Innovation Centers • Ewa Guard’s Deep Neural Network ...
Illegal Dumping Detection
Illegal Dumping Detection in numbers Solution brief: • Layers: 32 • Epochs: 15 000 • Images: 650 (416x416 px) • Accuracy: ...
Mitigating the Impact of Deforestation Did you know that Earth loses ~19 million acres of forests per year, which is equal...
Demo at SC19 in Denver, Colorado AI & HPC Convergence in Action Video: youtu.be/sahfHyoq2dk
Contact us at EwaGuard@byteLAKE.com to learn more and request a demo. Learn more: byteLAKE.com/en/EwaGuard
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4. Aug 2020

Counting trees, locating illegal dumping areas, learn how artificial intelligence supports saving the world and meet Ewa Guard

Every year Earth loses 18.7 million acres of forests — that’s 27 soccer fields per minute (link to the source). In addition, pollution is ruining our environment. The Polish State Forests pay PLN 20 million annually for cleaning up garbage abandoned illegally in forest areas (link to sources, in Polish). It seems that in 2020, rubbish in the forest is, unfortunately, becoming a real plague.

Ewa Guard is a solution that leverages artificial intelligence to automatically analyze photos and video materials to e.g. count young trees, locate illegal garbage dumps, etc.

Learn more at www.byteLAKE.com/en/EwaGuard and in a related article: https://medium.com/@marcrojek/counting-trees-locating-illegal-dumping-areas-learn-how-artificial-intelligence-supports-saving-eb256f3fcd33

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Counting trees, locating illegal dumping areas, learn how artificial intelligence supports saving the world and meet Ewa Guard

  1. 1. byteLAKE Addressing humanity’s greatest challenges Large areas analytics
  2. 2. Ewa Guard AI helping address humanity's greatest challenges like reforestation and illegal dumping detection. Earth Water Air
  3. 3. Forestry Management with AI AI analyzing drones’ footage & reducing manual work in reforestation
  4. 4. Ewa Guard: 1. Integrate byteLAKE’s Ewa Guard into your system (on-premise, Cloud) 2. Ewa Guard will analyze drones’ footage and provide analytics Ewa Guard can be trained to analyze images or videos and extract the information you need. Contact us to learn more!
  5. 5. Video: byteLAKE.com/en/EwaGuard-video
  6. 6. Detecting anomalies
  7. 7. Detecting young trees Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree Tree
  8. 8. Ewa Guard’s AI Model Training optimized & accelerated with Lenovo AI Innovation Centers • Ewa Guard’s Deep Neural Network Reduced 336 hours (2 weeks) to 6 hours 56 x speed-up Layers: 27 Epochs: 10 000 Images: 400 (416x416 px) Accuracy: 92-95% Original HW: 2x Intel Xeon E5-2695 CPU 256 GB of RAM Lenovo HW: SR650 2x Intel Xeon Gold 6148 CPU Nvidia T4 768GB of RAM
  9. 9. Illegal Dumping Detection
  10. 10. Illegal Dumping Detection in numbers Solution brief: • Layers: 32 • Epochs: 15 000 • Images: 650 (416x416 px) • Accuracy: 90% tyres detected Hardware: • NVIDIA GTX 1060 • Learning time: 12h Layers: • 23 convolution layers • 1 region layers • 2 route layers • 1 reorg layer
  11. 11. Mitigating the Impact of Deforestation Did you know that Earth loses ~19 million acres of forests per year, which is equal to 27 soccer fields every minute? Video: youtu.be/4FpcAJoEbgw
  12. 12. Demo at SC19 in Denver, Colorado AI & HPC Convergence in Action Video: youtu.be/sahfHyoq2dk
  13. 13. Contact us at EwaGuard@byteLAKE.com to learn more and request a demo. Learn more: byteLAKE.com/en/EwaGuard

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