train.madbot.in

Build focused AI models

Train separate AI models for objects, faces, hand gestures, pose gestures, drawings, text, and number prediction.

Choose AI Type
↓
Collect Focused Data
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Train & Test

General Image AI

Use the full image for simple image classification.

Face AI

Use a face focus area so the model mainly learns the face.

Hand Gesture AI

Train gestures like open hand, fist, OK, thumbs up.

Pose Gesture AI

Train body poses using a full-body focus area.

Object AI

Train objects using a selectable focus box.

Shape / Alphabet AI

Train digits, alphabets, symbols, and shapes.

Text AI

Classify messages, topics, emotions, and intents.

Number AI

Predict values from numeric data.

Focused Vision AI

General Image AI learns the full image. Face, hand, pose, and object sections use a focus area/crop so unwanted background has less effect on training.

1Choose section
2Add classes
3Collect samples
4Train model
5Download JSON
General Image AI

Train using the full camera image

Best for simple object/image classification when background is controlled.

Face AI

Train using face-focused samples

Place the face inside the focus box. The saved examples are cropped to the face area.

Hand Gesture AI

Train hand gestures

Place only the hand gesture inside the focus box. Face and room background are mostly ignored.

Pose Gesture AI

Train body pose gestures

Keep the body inside the focus area. Useful for hands up, T-pose, sitting, standing, and exercise poses.

Object AI

Train object recognition

Put the object inside the focus box before adding examples, so background affects the model less.

Shape / Alphabet AI

Train alphabets, digits, shapes, or symbols

Students draw examples on canvas. The model learns from their own drawings.

Classes

Drawing Canvas

Selected class: A
Draw one character or shape at a time. Keep it large and centered.

Train & Test

Model not trained yet.
Prediction-Confidence: -
Text AI

Train text classification

Useful for sentiment, topic, spam/not spam, and chatbot intent activities.

Classes & Examples

Train & Test

Model not trained yet.
Prediction-Confidence: -
Number AI

Train number prediction

Enter input/output data and train a simple regression model.

Training Data

Input XOutput Y

Predict

Model not trained yet.
Prediction-Formula: -
Save / Load

Save projects and models

Download the complete project or individual model files for MadBot AI Studio.

Save Complete Project

Save all sections, classes, examples, and trained model data into one JSON file.

Load Project

Upload a previously downloaded MadBot ML Lab project JSON file.

Important Notes

  • Camera works only on HTTPS domains such as train.madbot.in or on localhost.
  • Face, Hand, Pose, and Object AI use focus/crop areas to reduce background confusion.
  • Add a negative class such as No Hand, No Face, No Object, or Empty.