Data essential for AI model training sometimes doesn't exist or might not align with specific project goals. KDC Data Collection offers a comprehensive solution that goes beyond simply labeling existing data. We directly collect and process customized data tailored to your project objectives.
Customized Data Collection We thoroughly analyze client requirements and AI model characteristics to directly collect diverse data types, including text, images, audio, and video. This enables us to build highly precise datasets for specific environments, objects, or situations.
Diverse Collection Methods We apply collection methods optimized for each project, such as utilizing cameras, drones, satellites, crowd-sourcing, professional filming equipment, on-site collection in specific locations and environments, and leveraging and refining public data.
Data Pre-processing & Refinement Collected data undergoes a rigorous pre-processing and refinement phase to ensure suitability for AI training. This involves removing unnecessary data, standardizing formats, and improving overall quality.
Integrated Labeling
Collected data is immediately processed and linked to the client's desired labeling methods.
We accommodate all labeling types, including Bounding Box, Polygon, Keypoint, 3D Cuboid, and text processing, handling both collection and processing.
Copyright & Privacy Compliance We strictly adhere to all relevant laws and regulations, including personal information protection laws (like GDPR) and copyright regulations, throughout every data collection process, maintaining high ethical standards.
Scalability & Efficiency Even when large-scale dataset construction is required, we respond swiftly with efficient processes and infrastructure. This helps accelerate our clients' AI development timelines.
New AI Model Development We're here for you when developing new AI services or technologies that require data that doesn't yet exist.
AI Model Performance Enhancement If your model's performance is struggling due to a lack of data for specific scenarios (edge cases) or insufficient data types, we can help improve it.
Domain-Specific AI Construction We'll gather the data you need to build AI models tailored to specific industries or environments, like factory settings or particular medical images.
Data Diversity Assurance To reduce model bias and enhance robustness, we collect data encompassing diverse backgrounds, ethnicities, environments, and objects.
Dataset Construction for Research & Development We can prepare data sets meeting specific criteria for academic research or new technology development.