[Example] Automatic generation of advertisement banners according to purpose.
Utilizing deep learning technology, we achieve literature surveys, preparation of predictors, parameter tuning, and automatic generation of advertising banners tailored to specific objectives.
We will introduce a case where automatic generation of advertising banners was realized according to the purpose. In response to the challenge of wanting to create creatives that change impressions through image processing on advertising banners, making them more clickable and evoking stronger emotions, deep learning technology was built using Python. Parameters were adjusted to ensure smooth learning, and data augmentation was implemented to optimize results and align with image transformations. [Challenges] ■ We want to create creatives that change impressions through image processing on advertising banners, making them more clickable and evoking stronger emotions. ■ We want to quantitatively define goals based on various criteria and purposes, and stably perform image processing according to those criteria. *For more details, please refer to the PDF document or feel free to contact us.
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【Case Overview】 ■Work Content - Developed deep learning technology (variational autoencoder + image evaluation mechanism) using Python (PyTorch library) ■Procedure - Literature review → Preparation of predictor → Program creation → Parameter tuning → Submission of deliverables ■Deliverables - Image transformation program (Python) and report (PowerPoint) - Transformed image data (png) ■Man-hours - 0.5 person-months, required duration: 6 months *For more details, please refer to the PDF document or feel free to contact us.
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For more details, please refer to the PDF document or feel free to contact us.
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【Company Introduction】 TechnoPro Design Co., Ltd. is a core company within the TechnoPro Group, the largest technical staffing service segment in Japan, boasting over 7,000 technical employees. We provide professional services such as engineering, contracting, and technical consulting, primarily in the manufacturing industry, focusing on technical areas such as AI/data science, control systems, mechanical design, and hardware and software development. We help our clients, including information industries, public and private research institutions, and university laboratories, solve a wide range of challenges they face. 【Provided Solutions】 ■ AI and Data Science ■ Cloud Services ■ Cybersecurity ■ Mechanical System Design ■ 5G/6G Networks