AI & ML Consultancy

Localisation Of Robots

Robot localization within a pre-existing 2D map is a crucial capability for effective navigation and task execution. The process involves the integration of sensory input, such as data from onboard cameras, lidar, or other positioning systems, with the known map. Using sophisticated algorithms, the robot compares its sensor readings to the map to accurately determine its position in real-time. This enables the robot to make informed decisions about its movements, avoiding obstacles and following a predefined path. Successful 2D localization is fundamental for robots operating in environments where precise positioning is essential, including logistics, manufactur-ing, and even household settings. By leveraging this technology, robots can navigate autonomous-ly, enhancing efficiency and contributing to the seamless integration of automation into diverse applications.

Fraud Detection

Identifying credit card fraud transactions is a critical task in maintaining financial security, and anomaly detection algorithms like Isolation Forest and Local Outlier Factor play a crucial role in this process. These algorithms excel in detecting unusual patterns or outliers within a dataset, making them effective for uncovering fraudulent activities that deviate from normal transaction behaviors. Isolation Forest identifies anomalies by isolating them into smaller partitions within the dataset, while Local Outlier Factor computes the local density deviation of data points to identify outliers. When applied to credit card transactions, these algorithms can effectively discern unusual patterns indicative of fraudulent behavior, enabling timely detection and prevention of unauthorized activities. By leveraging machine learning techniques, financial institutions can enhance their ability to safeguard against credit card fraud, providing a robust layer of defense in an increasingly digital and interconnected financial landscape.

Create Your Future With Technology

Our Process

Gathering Resources

We follow the first and foremost priority of gathering requirements, resources, and information to begin our project

Design and Construction

We create catchy and charming designs with the latest tools of designing to make it a best user-friendly experience.

Development Process

After designing, you will get your prototype, Then development of mobile application/web/blockchain started using latest tools and technologies with transparency

Quality Assurance

We provides 100% bug free application with no compromisation in it. After trial and following all processes, your app is ready tolaunch on the App store

Scroll to Top