Data annotation, a crucial step in the realm of machine learning and artificial intelligence (AI), involves labeling data to train models. While historically a manual process relying on human annotators, advancements in AI technology are increasingly moving towards automated data annotation.

Automated annotation systems were developed to address the limitations of manual annotation, particularly in terms of workforce management and annotation speed. The main benefits include ease of use and the ability to eliminate human annotations while maintaining speed and consistency within high-functioning AI teams.

Despite the clear advantages of automated data annotation, there are challenges to consider. The quality of annotations can vary based on the strength of the model and similarities between training data and new data. Customization is another issue, as teams may need to spend time improving models or correcting errors manually if the automated tool fails to produce quality annotations.

Furthermore, ongoing maintenance costs for customizable models must be taken into account. Regular updates are required to handle new data types, and companies may need to decide whether to use different models for data annotation and prediction at some point.

Therefore, effective automated annotation solutions should prioritize accuracy and consistency, utilizing a crowd workforce to meet project turnaround requirements.

Scaling AI projects with Tictag

Tictag is focused on shaping the future of the AI economy. Established in 2019 by a team of AI experts, this Singapore-based startup, with operations in South Korea, has created a user-friendly, fully integrated, mobile-first platform.

Utilizing cutting-edge AI augmentation and scalable human-in-the-loop crowdsourcing, Tictag ensures top-notch quality in collecting and annotating image, text, or audio datasets for training LLMs (for generative AI) or machine learning, as well as fine-tuning and deploying AI and machine learning models.

With a vision to simplify data annotation tasks and introduce a revolutionary, gamified mobile application, Tictag aims to be the go-to solution for individuals and companies working with data. Whether enhancing computer vision AI models or improving data analytics systems, Tictag delivers high-quality labeled datasets across various industries.

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Lee Jin, Co-Founder and COO, is dedicated to ensuring accuracy, speed, and cost-effectiveness in data annotation. He emphasizes quality control processes and a large community of taggers to enhance accuracy, speed, and cost efficiency.

Tictag’s mobile app, available on iOS and Android with over 17,000 users, plays a significant role in developing and maintaining AI datasets. The Truetag system targets up to 99.97% accuracy by focusing intensely on quality assurance and control, an aspect often overlooked in the industry.

In addition to providing data solutions, Tictag is committed to social responsibility. Through initiatives like Tictag #GoodData4Good, the company collaborates with organizations to provide income opportunities to individuals with disabilities or from underprivileged backgrounds through the Tictag app.

Kevin Quah, CEO and Co-Founder, highlights Tictag’s mission to create more opportunities, especially for vulnerable communities. Tictag envisions bringing AI solutions to businesses in the Philippines, aiming to cater to industries like agriculture, automotive, and manufacturing.

Explore AI capabilities in the ASEAN with Tictag and Echelon Philippines

Interested individuals can avail a 10% discount on their first partnership with Tictag and explore the platform’s capabilities. Download the Tictag app on the Play Store and App Store to earn rewards while contributing to AI development.

Tictag is among the industry leaders participating in Echelon Philippines 2024, along with key figures, visionary entrepreneurs, and innovative startups from the region. The event on September 26-27 at Level 2, SMX Convention will feature dedicated content stages, exhibitions, and panel discussions to empower the tech startup ecosystem.

Echelon Philippines 2024, organized by e27 in collaboration with Brainsparks, offers a unique platform for knowledge sharing and networking. Secure your spot on the official page to participate or become an official partner in shaping the future of technology and making a meaningful impact.

Join us at Echelon Philippines 2024 to explore endless innovation opportunities and limitless possibilities!

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