Safari AI, which provides computer vision solutions, improves model accuracy using V7 and reduces delivery time by 50%.
**Challenges Before Implementation** Safari AI provides computer vision solutions for various industries and automates physical operations. Its main challenge is to deliver high-precision vision AI solutions in a timely manner. To achieve this, the company needed a large-scale data annotation and a robust ML training data platform. **Solution** Safari AI partnered with V7 to accelerate the creation of ground truth and improve the performance of ML models. By utilizing V7's labeling workforce and advanced platform features such as custom workflows and model-assisted labeling, Safari AI significantly reduced annotation costs and halved delivery times. By leveraging V7's on-demand workforce, Safari AI improved operational efficiency at minimal cost. **Benefits After Implementation** - Significant reduction in annotation costs - Delivery time cut in half
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●The Necessity of Training Data: On-Demand High-Quality Labeling and Model Training with V7 Safari AI captures images and videos using customer cameras and builds object detection models using data labeled by V7's labeling partners. These models provide information such as visitor counts and peak parking times. To improve model accuracy, a large amount of data and continuous data input are required, which is why Safari AI uses V7. ●Reasons for Using V7 Safari AI utilizes V7's end-to-end training data platform to annotate data and rapidly train models at scale. With V7's high-quality labeling services and custom model assist workflows, Safari AI labels over 10,000 images per week while maintaining high model accuracy. This enables Safari AI to overcome changes in labeling needs due to customer numbers, business types, and seasonality, as well as the challenges of annotation caused by weather conditions, camera angles, and changes in shadows.
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We procure and sell software from around the world according to customer requests! With a rich selection, we have numerous transaction records. We maintain one of the largest selections of overseas software sales in Japan. We procure software from around the world based on customer needs. Our overseas software procurement site, "World Soft," which we operate, sources and delivers software that can be used worldwide. Since 2004, we have introduced and sold over 5,000 overseas software products (freeware and shareware). For importing and procuring overseas software, please leave it to World Soft, an official and certified retailer. We can also arrange digital products such as unlisted software and 3D models, as well as web services, so please contact us. We also accommodate payments from public funds, school funds, and research funds. We have a wide range of transaction records with large corporations, small businesses, universities, government agencies, and research institutions.