- CodeMeter License: A valid CodeMeter license is required to access Brain Builder for AITRIOS’s features.
- Brain Builder for AITRIOS Application: Download and install the Brain Builder for AITRIOS application.
- Compatible Computer: You’ll need a computer that meets the minimum specifications for running Brain Builder for AITRIOS smoothly. These specs include:
- Processing:
- CPU: Intel i7, at least 2GHz or better
- GPU: minimum Nvidia GTX 10xx (8+GB VRAM) but recommended Nvidia RTX 20xx, 30xx, 40xx (10+GB VRAM)
- RAM: At least 16GB but recommended 32GB or better
- Operating System: Windows 10/11 or Ubuntu 20.04/22.04
- Purpose: Categorizes the entire image or a specific region into predefined classes.
- Output: Labels in order of confidence (e.g., "Apple: 80%, Peach: 40%").
- Use Cases:
- Sorting images of products into categories (e.g., fruits: apple, orange, banana).
- Classifying X-rays as "healthy" or "abnormal."
- Key Feature: Works on the whole image; does not locate specific objects. Faster and more accurate for categorizing a specific task.
- Purpose: Identifies and locates multiple objects within an image.
- Output: Bounding boxes around detected objects, each with a label and confidence score (e.g., "Car: 90%" at (x, y)).
- Use Cases:
- Detecting vehicles and pedestrians in a street scene.
- Counting items on a conveyor belt (e.g., "3 apples, 2 oranges").
- Key Feature: Finds where objects are and what they are.
- Purpose: Determines whether an image is "normal" or "anomalous." Advanced models can highlight anomaly locations.
- Output:
- Simple models: A binary label (e.g., "Normal" or "Anomalous").
- Advanced models: A heatmap highlighting specific areas with anomalies.
- Use Cases:
- Inspecting manufacturing parts for defects.
- Detecting irregularities in medical scans or quality control images.
- Key Feature: Focuses on detecting deviations or problems, often with visual feedback.
- Quality Control: Detect product defects on the production line, ensuring precision without slowing down operations.
- Environmental Monitoring: Use Brain Builder for AITRIOS to track wildlife or monitor crop health in remote locations.
- Inventory and Object Tracking: Set up real-time tracking of items in a warehouse to help keep inventory levels accurate.