Robotics & Manufacturing

In industries such as robotics and manufacturing, high-quality and accurate data annotation is essential for advanced technology to function efficiently. Developing annotation guidelines and following best practices ensures consistency in data labeling, resulting in accurate models. We reduce costs, increases productivity, and reinforces safety with highly accurate training data for your robotics and manufacturing ML models.

From huge assembly lines to the smallest autonomous mobile robot (AMR), we help power and train robotics AI by delivering high-quality data annotations quickly, accurately, and ethically.

Robotics & Manufacturing

Advanced 2D and 3D capabilities that support complex workflows

360° 3D MULTI SENSOR

We support complex workflows with the ability to load up to 14 sensors, including cameras, LiDAR, radar and ultrasonic sensors, as well as support multiple point-clouds. We also help make your data cleaner through SLAM algorithms to augment your sensors, accumulated point clouds and global coordinate conversion in addition to camera shutter and ego motion compensation. Our custom intensity points visualization enables our team to identify objects more clearly, providing more precise annotations quicker.

SPATIAL DETECTION & OBJECT TRACKING

Our expert annotation teams have labeled hundreds of square meters of aerial imagery, with precise segmentation taking up to 8 hours per tile. Using smart automation and robust annotation tools, we are able to annotate thousands of megapixels in a consistent, efficient, and precise way.

MEDIUM SEQUENCES

A unique combination of human expertise and fine-tuned automation enables us to provide high-quality annotations across long sequences of frames (e.g. several minutes of assembly line footage). We rely on our proprietary algorithms and preprocessing systems to accurately track objects, then overlay human expertise to deliver precise annotations across medium sequences at scale.

INFRASTRUCTURE MONITORING

We provide high-quality annotations for image and video data resulting from IoT-connected smart cameras, drones, satellite imagery, and other computer vision applications of infrastructure monitoring. Detect maintenance problems and safety concerns—all with a higher degree of accuracy and at a lower total cost of ownership (TCO) powered by the highest-quality annotation solutions.

INFRASTRUCTURE MONITORING

Harness the power of video to identify threats in real time, leading to quicker and better decisions to improve security and prevent theft and its associated costs.

Experts

Experts in Robotics & Manufacturing Data Annotation and Model Validation

Model Validation

Our model validation solutions provide deep visibility into performance and offer actionable insights to improve model predictions. Our team of experts reviews predictions, identifying false positives or negatives along with inaccurate predictions to highlight weaknesses. When gaps are exposed, we recommend the type of data needed to correct them. This includes validation for model predictions across 360° multi-sensors to ensure you hit KPIs before shipping your model to production.

Palletization & Depalletization

High-quality training data for (de-)palletization systems reduces the time to implementation. For example, a dark line in a pallet could be between two boxes, or it could be between two flaps of one box. While it’s easy for a human to see the difference, a poorly trained system would struggle. Annotating these two similar, but distinct, pieces of data accurately the first time means smart systems are a step ahead from the beginning.

Cobot Training Data

When integrating cobots into manufacturing and production, you can save time and money by training them on high-quality annotations on smaller datasets. For large datasets, our skilled, in-house annotators proactively identify gaps in your data—avoiding delays in launching cobots due to missed use cases.Power your object detection, classification, and segmentation models with the highest quality annotated data in the industry. Supports a wide range of annotation types, taxonomies, and image formats.

Quality Control

Optimizing your quality control process, increases accuracy while optimizing operational efficiency and reducing labor costs. Our expert workforce and advanced 2D and 3D image annotation tools classify defects with high accuracy, minimizing the risk of recall and allowing manufacturers to halt production lines only when absolutely necessary.

Package Inspection

We deliver high quality annotations to help accurately and quickly identify functional flaws, defects, or contaminants — at scale. Advanced annotation tools help to accurately detect and classify product labels and packaging to improve throughput and minimize the risk of recall.

Data Security is Our Top Priority

Your data remains protected and private because it’s managed in a secure facility by full-time in-house workforce of data experts. Your Data is Yours – Aimabec Tech does not share or keep any datasets for training or other purposes, unlike crowdsourced alternatives.