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The restaurant's AI assistant understands Japanese sentences and analyzes customer emotions, appropriately animating 2D anime characters. It comprehends customer orders and analyzes emotions, animating 2D anime characters based on the customer's feelings (e.g., smiling, sad expressions). It achieves basic animations through phoneme extraction and advanced animations using diffusion models (e.g., head movements, speed control). 【Technical Details (Partial)】 ■ Preprocessing - Uses morphological analysis tools (e.g., MeCab, Janome) to tokenize Japanese text - Removes unnecessary information (stop words, special characters) *For more details, please download the PDF or feel free to contact us.
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【Other Technical Details】 ■Algorithm - Pre-trained model: Sentence-BERT for sentence embedding and sentiment analysis - Deep learning models: Long Short-Term Memory (LSTM), Bidirectional Encoder Representations from Transformers (BERT) Japanese version, image generation using Stable Diffusion *For more details, please download the PDF or feel free to contact us.
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For more details, please download the PDF or feel free to contact us.
Company information
Smart Group provides a diverse range of high-quality IT services to customers in the manufacturing industry, particularly in the automotive sector, with "ENGINEERING × VISUALIZATION" as its core competence. Leveraging the group's comprehensive capabilities, we pride ourselves on our ability to flexibly respond to various needs while aiming to enrich future living and actively challenging new fields. ■ Smartscape Inc. Engaged in the development of information systems that support design, manufacturing, production, and sales, as well as the development and sale of products characterized by efficiency tools, IoT, AI development, UI/UX design development, and 3D technology. ■ Smart Engineer Inc. Offers system service business that stably supports IT infrastructure and a new technology development business represented by content production using 3DCG, the metaverse, and XR. ■ Smart Implement Inc. Provides engineering services that demonstrate high technical capabilities in areas such as vehicle control system development.
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