Kimchi
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Many volunteers in Korea come together at the end of November each year to make kimchi for families who cannot afford to do so themselves. Charity organizations and local representatives hold kimchi making events where volunteers participate happily in order to provide kimchi to poor households for the winter. These kinds of charitable acts can be found all over the world in organizations like food banks, demonstrating that good deeds are possible anywhere.
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For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...
The typical problem in product engineering is not bad strategy, so much as “no strategy”. This leads to confusion, lack of motivation, and incoherent action. The next time you look for a strategy and find an empty space, instead of waiting for it to be filled, I will show you how to fill it in yourself. If you’re wrong, it forces a correction. If you’re right, it helps create focus. I’ll share how I’ve approached this in the past, both what works and lessons for what didn’t work so well.
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Driving Business Innovation: Latest Generative AI Advancements & Success Story
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Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
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We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
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Kimchi
- 2. http://sports.chosun.com There are a lot of volunteers to make Kimchi. End of November is the Kimchi making season in Korea.
- 3. www.asan.go.kr Many houses prepare Kimchi for the winter,but some houses can not do it,beacause they don’t have enough money to make Kimchi.
- 4. Webzine.gimje.go.kr Charity organizations and local society representatives are holding a Kimchi making event.
- 5. http://blog.segye.com/jwlee/tg Many volunteers participate in this event. They make Kimchi with pleasure for poor people.
- 6. http://kr.blog.yahoo.com/cha3173/683.html After that the Kimchi are given to each house.
- 7. There are a lot of this kind of events in the world. Like House of Charity. You can do good deeds everywhere. How about joining them????