Development of AI solutions tailored to customer needs
AI Development Services
AI Castle collaborates with government agencies and various industry sectors, engaging in research, development, and contract projects in the field of artificial intelligence.
In the AI domain, we particularly focus on reinforcement learning, computer vision, and chatbot development. Through these endeavors, we aim to optimize real-time data processing and analysis, enhance image recognition technologies, and innovate interactive user experiences. Furthermore, by leveraging cloud computing, we utilize these technologies more efficiently to maximize project flexibility and scalability.
- Improving decision-making systems through efficient reinforcement learning algorithms
- High-precision image recognition and processing using the latest computer vision technologies
- Building adaptable chatbot interfaces based on natural language processing
- Increasing scalability in data analysis and processing through cloud computing
Development Project
DeepRacer Vision Timer
An AI vision timer based on object detection and pose. It automatically detects when vehicles cross the starting line and depart from lanes, automating record measurements.
AI Castle Python Package
The official AI Castle Python package offering a variety of features for AI-related development.
DRfC AWS
A wrapper for DRfC that helps you run DRfC on AWS EC2 and easily use it with Python Jupyter Notebook.
Vehicle API
An API that allows you to control a real DeepRacer vehicle using Python code.
Reward Function Chatbot
A chatbot that automatically generates a reward function for training a reinforcement learning–based AI vehicle. Developed using the OpenAI API and Streamlit.
Vehicle API
A simplified timer for measuring DeepRacer records offline. It can be used immediately on the web.