Stable Diffusion Image Generation SaaS

Reduce e-commerce costs: Traditional clothing promotions require hiring models, photographers, and renting studios, which can be expensive. With Magic Wardrobe, you can generate realistic model images at a fraction of the cost, saving up to 99.9% on traditional photography expenses.

Generate model diversity: Choose elements such as age, ethnicity, and background to create diverse, realistic models with just one click.

Increase conversion efficiency: Traditional photography requires significant time and a complex workflow to produce high-quality images. With Magic Wardrobe, you can generate various realistic models with just one click, saving 99% of the time and workflow costs for e-commerce.

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Real-Time Foreign Language Conversation Practice SaaS

Designed and launched a real-time language learning platform utilizing advanced NLP models to provide an immersive language learning experience.

Tongue Probiotic Content Prediction System

A system for predicting probiotic content on the tongue based on tongue images and questionnaire data combines deep learning computer vision techniques and machine learning algorithms in order to provide accurate probiotic content predictions.

Pill Counting Application

Developed an AI app with 95.38% tablet counting accuracy in images to streamline the pharmaceutical process.

Video Attention Intensity Recognition

本产品可通过在线视频数据检测人在一段时间内的注意力集中程度。

本产品以深度学习技术为基础,利用面部特征和肢体特征,使用Attention机制和长短期记忆算法构建AI模型,归聚科技研发的此算法在2019年和2020年的EmotiW注意力预测的世界比赛中,连续两年夺得了世界第二名。

本产品可运用在多种场景中,例如:在家办公,视频会议,网络教育等。

本产品正在世界500强企业KDDI进行试运营。

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ASR Speech Recognition Service

Built a speech recognition service that recognizes more than 10 languages and provides accurate timestamps, enhancing multilingual accessibility.

Voice Cloning Application

A service for generating customized speech from text was created to meet diverse user needs.

AI Video Editing Service

Implemented an AI tool that automatically edits long videos into concise clips, optimizing content delivery.

Dish Recognition Service

Deployed an AI solution for recognizing and classifying dishes in images to improve efficiency in the food service industry.

3D Point Cloud-Based Container Counting System

Developed a 3D reconstruction and instance segmentation system based on video input for accurately counting containers at terminals, enhancing the logistics management capability of a well-known Japanese company.

Hull Green Algae Coverage Estimation System

A system was developed using hull wrap-around video to assess hull green algae coverage, providing critical maintenance data for a well-known shipyard.

Face Recognition

A scalable face recognition system was developed to provide accurate and reliable identification for security and identity verification.

Japanese OCR Bill Recognition System

This product can recognize the text in the image and output it through the image, realizing the automation process of image to text conversion, greatly reducing the time that enterprises use to manually enter text and improving work efficiency.

This product uses deep learning algorithms to train AI models, and the data uses 1,000,000+ Japanese text data, including Japanese supermarket product lists, invoices, tickets, and other data, as well as handwritten data, and self-developed synthetic data.

The inference speed in the test data is only 0.084 seconds, while the text recognition accuracy is as high as 96.15%, exceeding the recognition rate of any Japanese OCR system on the market.

In addition to standard Japanese print, it also recognizes Japanese handwriting, English, and other characters.

This product is being piloted in cooperation with Tsinghua Tongfang at a number of accounting firms in Japan.

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Fashion e-commerce Image
Fashion e-commerce Image

Japanese Knowledge Dialog System

This product is an online Japanese open-domain dialog bot.

This product collects and modifies billions of high-quality Japanese conversation corpus using Japanese TV subtitles, Japanese news, Japanese wiki and other Japanese text media.

Self-developed language model, using advanced pre-training, fine-tuning training and other techniques, using 8 A100 GPUs, trained for 2 months to generate a conversation model with high quality Japanese.

Train a context coherence scoring model for generating Japanese dialog, and for generating dialog coherence, the scores are sorted to be with optimal utterances to make the context more coherent.

This product has been well received and promoted by KDDI, a major Japanese communications company.

Japanese open domain dialog system

This product is an online Japanese knowledge-based content dialog bot.

This product collects and generates hundreds of thousands of high-quality Japanese knowledge conversation corpus by using Japanese text media such as Japanese wiki and manual production.

Based on the open-domain dialog model, a knowledge comprehension module has been added, which is a way for the model to fully understand the use and selection of knowledge during the training process.

Using 8 A100 GPUs, trained for 2 months, a dialog model with high-quality Japanese knowledge was generated.

This product has been well received and promoted by KDDI, a major Japanese communications company.

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Customized Japanese-like ChatGPT large-language conversation models

With the explosion of the big language model ChatGPT, in 2023 we developed a similar big prophetic dialog model for Japanese.

Interpreting the ChatGPT paper to decompose model training into three stages of training SFT, RM, and PPO models.

Using our accumulated Japanese conversation corpus, we do different training tasks for the three phases using optimized computational resource techniques such as QLORA, Colossal-AI, etc.

Using 8 A100 GPUs, trained for 4 months, generated Japanese conversation models with ChatGPT-like high quality, pioneering Japanese ChatGPT.

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