Robome

Why ROBOME ?

AI (Artificial Intelligence),
Machine Learning
We are hearing these words more often.
What do they mean ?

Autonomous Driving, Smart Speaker, Chatbot, Auto Translator, Automated movie recommendation, etc.
We are already surrounded by a lot of products and services which are built by AI, Machine Learning, and Deep Learning.

With Robome block coding software, we can experience the process of AI and Machine Learning which can be easily found in real life.

We can also develop problem-solving skills by understanding the coding algorithm without learning difficult text coding.

Robome Mobile App Coding

For coding beginner from 10 years old and above

Objectives

Build block coding with Robome Mobile App on your smartphone
to see the desired results based on data collection and analysis.

With Robome block coding, you can create simple AI technology
that can be found in everyday life.

Core AI Architecture

6 Hands-On AI & Machine Learning Practice Modules

Moving beyond passive coding tutorials, students actively gather training data, construct real-time neural models, and build smart interactive applications directly on mobile tablets.

Voice AI & NLP Voice Recognition STT & TTS

MODULE 01

Speech-to-Text (STT) & Speech Synthesis (TTS)

Understand how intelligent systems perceive sound. Students program conversational AI agents that listen to spoken human speech, translate acoustic input into text, and synthesize vocal answers.

Core Competencies

Acoustic Processing Speech Recognition Vocal Synthesis

Smart Mathematics Number Recognition AI Calculator

MODULE 02

Number Recognition & Voice Math Calculator

Fuse voice parsing with mathematical computation. Children speak multi-step arithmetic problems out loud, while the algorithm identifies numbers, calculates solutions, and speaks back results.

Core Competencies

Voice Intent Extraction Arithmetic Parsing Logical Flow Control

Computer Vision Text and Character Recognition OCR

MODULE 03

Optical Character Recognition (OCR) & English Sentences

Turn the tablet camera into an optical scanner. Students build programs that inspect printed English words and phrases, decode visual typography, and trigger automated linguistic responses.

Core Competencies

OCR Extraction Sentence Classification Multimodal Translation

Spatial AI Voice-Controlled 3D Hologram

MODULE 04

Interactive 3D Pyramid Hologram Coding

Combine optics and spatial projection. Learners project four-quadrant 3D graphics into a physical holographic pyramid, orchestrating dynamic character dance routines through real-time speech commands.

Core Competencies

Pyramid Optics Spatial Choreography Voice Event Triggers

Machine Learning Object Recognition AI Accuracy Benchmark

MODULE 05

Custom Vision Models & Real-Time Accuracy Testing

Complete end-to-end machine learning lifecycle. Students snap training photos, assign categorical labels, train custom neural vision models, and evaluate prediction confidence scores (%) with the live camera.

Core Competencies

Dataset Collection Supervised Training Confidence Metrics (%)

Biometric AI & AR Face Recognition Emotion Analysis AR Mask

MODULE 06

Facial Landmarks, Emotion Detection & AR Filters

Analyze human expressions in real time. The app pinpoints key facial coordinates, classifies emotion states (happy, surprised, neutral), and overlays animated Augmented Reality (AR) masks that adapt dynamically.

Core Competencies

Facial Landmark Mesh Emotion Classification Dynamic AR Overlays

Live Demonstration

See Robome Mobile App in Action

Watch how effortlessly elementary students navigate block-based coding, train machine learning vision models, and control 3D holographic projections directly from their tablets.

💡 Pro Tip: No high-end PC lab required. Operates seamlessly on standard school Wi-Fi and Samsung Galaxy Tabs.

Accredited Course Series

Official 3-Volume Curriculum Roadmap

Official 3-volume sequential scope & sequence designed for on-device AI, AR face masks, voice interaction, and 3D holograms on mobile devices.

📘 Volume 1: Series 1

Robome App: Start AI Coding

Start AI Coding with the ROBOME App

Foundational block coding and camera-based recognition. Students master object, number, text, gesture, brand, and face recognition mini games.

PART 1 Coding Assistant & Blocks

Getting to Know the Coding Assistant
Learning the Block Categories

PART 2–3 Object & Number Recognition

Real-Time Object Recognition
Number Prediction & Mini Game

PART 4–6 Text, Gestures & Brand AI

Printed Character OCR Recognition
Hand Gesture Triggers & Actions
Brand Mark & Logo Detection

PART 7–8+ Face AI, Masks & Capstone

Face Recognition Basics & Game
Drawing Custom Face AR Masks
Number Baseball AI Program

📙 Volume 2: Series 2

Robome App: Explore AR & Voice AI

Explore AR and Voice AI with the ROBOME App

Project-based course connecting AR masks with Speech-to-Text (STT/TTS) voice commands, conditionals, loops, lists, and AI accuracy labs.

STAGE 1 First Success with AR Masks

Core AR Blocks & Mask File Prep
Put a Mask on a Face

STAGE 2 Talk with ROBOME (Voice AI)

STT vs TTS & Voice Addition
Voice Command Face Transforms
Voice Variables & Final Scene

STAGE 3 Conditions, Loops & Lists

Spoken Score & Grade Evaluator
1 to 10 Sum Loops & Voice Exit
Large Number Voice Addition Lab
List Data Extraction & Insertion

STAGE 4 ROBOME AI Accuracy Lab

Object Recognition Accuracy Rate
Number Prediction Accuracy Rate
English Letter Recognition Lab

📗 Volume 3: Series 3

Robome App: Create Hologram AI

Create Hologram AI with the ROBOME App

Creative multimedia engineering with 3D pyramid holograms, speech synthesis (TTS), piano blocks, 11 voice-controlled character routines, and video playback.

PART 1–2 Hologram Media & Audio

Face Mask Assets & DATA Download
3D Hologram Images & Delay Timing
Hologram Speech TTS & Music Loops

PART 3 Hologram Character Motion

Character & Motion Configuration
Motion Sequence Lists & Loops
Spatial Hologram Performance

PART 4 Hologram Piano Performance

Repeating Piano Notes & Timers
Musical Note Lists & Melodies

PART 5–6 Voice Control & Video Playback

11 Voice Commands (Walk, Sit, Jump...)
Synchronized Video Projection
Video Sound & Media Management

📱

Recommended Devices

Samsung Galaxy Tab (S6 Lite / S9 / S10 series recommended) or Android Smartphones. 1:1 student device setup recommended.

🚀

Robome App 1.0

Available on Google Play Store. Free classroom installation with fast 1-click student account onboarding.

📶

Classroom Environment

Operates smoothly over standard school Wi-Fi. Screen mirroring via smart TV or HDMI projector for instructor demos.

Robome PC Avatar App Coding

10 years old and above

Objectives

Robome PC Avatar block coding App enables us to experience AI and Machine Learning
without requiring expensive hardware, from image data collection and analysis to various outcomes.

With Robome, we can create our own AI technology that can be found in day-to-day life through block coding

Vision AI & Avatar Architecture

6 Hands-On PC Vision AI & Avatar Modules

Zero hardware cost barrier. Utilizing standard desktop PCs and webcams, students experience full-cycle machine learning—from image collection and model training to real-time interactive computer vision.

3D Avatar & UI

MODULE 01

3D Virtual Robot Avatar Programming

Program an interactive 3D Robome robot avatar on screen. Students write block logic to control robot expressions, head rotation, and animated reactions synchronized with real-time code events.

Core Competencies

3D Character Rigging Event-Driven Animation Status State Machine

Biometric Vision AI

MODULE 02

468 Facial Landmarks & Emotion Analysis

Analyze live webcam video using a dense 468-point facial mesh. The AI calculates real-time geometric coordinates to classify emotional states (Angry, Happy, Neutral) and mirrors them on the avatar.

Core Competencies

Facial Mesh Topology Emotion Inference Landmark Tracking

Spatial Computing

MODULE 03

Virtual Air-Keyboard & Contactless Touch

Transform physical air into a functional keyboard. Students map camera coordinates to virtual key boundaries, enabling users to type text and trigger hotkeys simply by hovering fingertips in mid-air.

Core Competencies

Spatial Mapping Fingertip Raycasting Contactless HMI

Hand Tracking & MediaPipe

MODULE 04

Hand Skeletal Tracking & Gesture Game AI

Track 21 skeletal joints per hand simultaneously. Build an interactive Rock-Paper-Scissors referee that detects hand poses in real-time and evaluates victory conditions dynamically against the 3D avatar.

Core Competencies

21-Joint Skeletal Mesh Pose Classification Game Logic Arbitration

Deep Learning & CNN

MODULE 05

End-to-End TensorFlow Model Training

Experience authentic deep learning pipeline on PC. Capture multi-angle datasets (bag, pen, mouse, laptop), train a MobileNetV2 CNN model with real epoch/loss telemetry, and evaluate live accuracy (99.4%).

Core Competencies

Dataset Preprocessing CNN Model Training Confidence Scores (%)

Algorithmic Intelligence

MODULE 06

AI Game Engine & Strategic Gomoku Algorithms

Develop game intelligence using state-space search and minimax heuristics. Program board evaluation rules (3x3 restriction, 5-in-a-row detection) and challenge the AI in strategic board matches.

Core Competencies

State-Space Evaluation Minimax Logic Rule-Based Decision Trees

HD English Demonstration

See Robome PC Avatar in Action

Experience 100% English block coding and computer vision AI in real time. Elementary students master AI concepts, train custom neural networks, and interact with 3D avatars directly using standard classroom PCs and webcams.

💡 Studio sound quality with clear English interface and subtitles. Zero expensive hardware kits required — operates seamlessly on standard Windows PCs with webcams.

Accredited Course Series

Official 3-Volume Curriculum Roadmap

Official 3-volume sequential scope & sequence designed for PC webcam Computer Vision, AR face filters, voice interaction, and 3D holograms.

📘 Volume 1: Series 1

Robome Avatar: Learn AI

Start AI Coding with the ROBOME App

Foundational block coding and camera-based recognition. Students master object, number, text, gesture, brand, and face recognition mini games.

PART 1 Coding Assistant & Blocks

Getting to Know the Coding Assistant
Learning the Block Categories

PART 2–3 Object & Number Recognition

Real-Time Object Recognition
Number Prediction & Mini Game

PART 4–6 Text, Gestures & Brand AI

Printed Character OCR Recognition
Hand Gesture Triggers & Actions
Brand Mark & Logo Detection

PART 7–8+ Face AI, Masks & Capstone

Face Recognition Basics & Game
Drawing Custom Face AR Masks
Number Baseball AI Program

📙 Volume 2: Series 2

Robome Avatar: Build with AI

Explore AR and Voice AI with the ROBOME App

Project-based course connecting AR masks with Speech-to-Text (STT/TTS) voice commands, conditionals, loops, lists, and AI accuracy labs.

STAGE 1 First Success with AR Masks

Core AR Blocks & Mask File Prep
Put a Mask on a Face

STAGE 2 Talk with ROBOME (Voice AI)

STT vs TTS & Voice Addition
Voice Command Face Transforms
Voice Variables & Final Scene

STAGE 3 Conditions, Loops & Lists

Spoken Score & Grade Evaluator
1 to 10 Sum Loops & Voice Exit
Large Number Voice Addition Lab
List Data Extraction & Insertion

STAGE 4 ROBOME AI Accuracy Lab

Object Recognition Accuracy Rate
Number Prediction Accuracy Rate
English Letter Recognition Lab

📗 Volume 3: Series 3

Robome Avatar: Apply AI

Create Hologram AI with the ROBOME App

Creative multimedia engineering with 3D pyramid holograms, speech synthesis (TTS), piano blocks, 11 voice-controlled character routines, and video playback.

PART 1–2 Hologram Media & Audio

Face Mask Assets & DATA Download
3D Hologram Images & Delay Timing
Hologram Speech TTS & Music Loops

PART 3 Hologram Character Motion

Character & Motion Configuration
Motion Sequence Lists & Loops
Spatial Hologram Performance

PART 4 Hologram Piano Performance

Repeating Piano Notes & Timers
Musical Note Lists & Melodies

PART 5–6 Voice Control & Video Playback

11 Voice Commands (Walk, Sit, Jump...)
Synchronized Video Projection
Video Sound & Media Management

💻

PC & Laptop Friendly

Windows 10 / 11 desktop or laptop. Standard school computer labs can run the software immediately with zero hardware upgrades.

📷

Webcam Powered

Any standard built-in laptop webcam or budget USB external camera. Powers all facial mesh, hand tracking, and CNN models.

💰

Zero Equipment Costs

No fragile motors, sensors, or expensive robot kits to purchase or maintain. Maximizes school budgets while teaching real AI.

Robome Image Recognition
Hardware & Software

Middle & High School Students (Grades 7–12 • Ages 13–18)

Objectives

Empowering secondary students (Grades 7–12) to master physical computing, embedded Linux, and real-world Edge AI. Utilizing a dual-controller architecture (Raspberry Pi 4 + Arduino), high-definition vision cameras, and physical actuators, students engineer intelligent IoT systems—from real-time facial recognition security door locks to custom CNN computer vision, big data telemetry, and reinforcement learning AI agents.

Grades 7–12 • Secondary AI & Physical Computing

Robome Image Recognition Hardware & Software

A comprehensive physical computing and Edge AI course structured specifically for Middle and High School students. Students explore embedded Linux on Raspberry Pi 4, Arduino serial actuation, real-time facial recognition security systems, and deep learning neural networks.

MODULE 01 • SESSIONS 1-2

Linux OS & Python 3 Programming

Set up Raspberry Pi 4 desktop environment, master essential Linux terminal commands (Bash), and develop structured algorithms using the Geany Python 3 IDE.

Core Competencies

Raspberry Pi 4 Linux Bash Python 3 Geany IDE

MODULE 02 • SESSIONS 3-4

Big Data Preprocessing & Analytics

Collect and clean public datasets and multi-sensor streams. Utilize Python Pandas dataframes and Matplotlib charting to render live distributions, trendlines, and correlation metrics.

Core Competencies

Pandas Data Cleaning Matplotlib Telemetry Analytics

MODULE 03 • SESSIONS 5-7

Dual-Controller Architecture & Sensors

Bridge Raspberry Pi 4 (master compute) and Arduino Uno (real-time I/O) via serial protocols. Wire breadboard circuits featuring ultrasonic, OLED, PIR motion, and RGB LED modules.

Core Competencies

Dual Microcontroller Serial Protocol GPIO Circuitry Multi-Sensors

MODULE 04 • SESSIONS 8-9

Smart Face Recognition Door Lock

Capture high-speed webcam video frames, detect facial landmarks using Haar Cascades, train a custom face model, and trigger an automated servo door lock with buzzer and LED indicators.

Core Competencies

Face Recognition Haar Cascade Servo Actuation Access Security

Edge AI Vision Classifier & Deep Learning

MODULE 05 • SESSIONS 10-12

Edge AI Vision Classifier & CNN

Execute full-pipeline deep learning: image data collection, labeling, augmentation, Convolutional Neural Network (CNN) training, and low-latency edge inference on the embedded device.

Core Competencies

CNN Networks Data Labeling TensorFlow Lite Edge Inference

LLM RAG Chatbot & Reinforcement Learning

MODULE 06 • SESSIONS 13-16

LLM RAG Chatbot & Game Agent AI

Build a school FAQ chatbot using TF-IDF and Retrieval-Augmented Generation (RAG). Engineer an autonomous 2D dodge game agent using state-action-reward reinforcement learning.

Core Competencies

LLM & RAG NLP Vectorization Reinforcement Learning Capstone Project

Live Hardware Demonstration

Smart Door Lock with Facial Recognition

Witness secondary students connect Raspberry Pi 4 camera vision with Arduino physical computing. The system captures live facial frames, executes real-time identity verification, and actuates a micro servo door lock with instant audio-visual feedback.

▶ Official Hardware Demo (1080p HD with Sound)

🔊 High-definition demonstration video with authentic system sound effects and door lock actuation.
💡 Complete stand-alone computing environment. Students can connect directly to standard monitors, mice, and keyboards without requiring a separate host PC.

Physical Computing Toolkit

Robome IoT Device Kit Components

An enterprise-grade physical computing kit engineered for secondary school computer labs, maker spaces, and STEM academies.

🧠

Raspberry Pi 4 Model B

Broadcom 64-bit Quad-Core ARM CPU, 4GB RAM, dual micro-HDMI 4K outputs, Gigabit Ethernet, dual-band Wi-Fi, and Raspberry Pi OS Linux.

⚡

Arduino Uno R3 Microcontroller

Dedicated ATmega328P microcontroller managing real-time PWM servo signals, analog sensor readings, and low-level digital I/O without OS jitter.

📷

HD Vision Camera Module

High-resolution CSI/USB camera module mounted on an adjustable acrylic rig for capturing facial datasets, gestures, and object streams.

🔐

Smart Security Actuator Pack

Precision micro servo motor, custom clear acrylic "ROBOGRAM Door Lock" assembly, tri-color RGB indicator LEDs, and piezo buzzer alarm.

📟

Touchscreen & Chassis

Integrated TFT touchscreen display and custom robotic acrylic chassis ("Robome") providing a self-contained portable workstation.

🧪

Multi-Sensor Suite

HC-SR04 ultrasonic distance sensor, PIR motion detector, I2C OLED display, MQ-2 gas/smoke sensor, joystick, and light sensors.

🔌

Prototyping Breadboard

830-point solderless breadboard, premium male-to-male and male-to-female jumper cables, resistors, push buttons, and safety fuses.

🧰

Heavy-Duty Storage Case

Compartmentalized high-durability organizer case designed for classroom deployment, quick component inventory, and easy storage.

Real Classroom Experience

Engineered Specifically for Middle & High School Students

Moving beyond block coding, secondary students gain authentic experience with text-based Python 3, Linux system administration, and circuit schematics.

Students collaborate in teams to solve real-world engineering challenges: from automated building access control to smart agriculture telemetry and conversational AI school assistants.

Rigorous Sessions

100%

Python 3 & Linux

Real IoT Projects

16-Session Roadmap

Progressive Engineering Curriculum

Structured in 4 progressive stages to guide secondary students from foundational systems to advanced edge intelligence.

Stage 1 • Sessions 1-4

Linux OS & Big Data Analytics

Raspberry Pi 4 configuration, Linux Bash commands, Geany IDE, public dataset preprocessing, and Matplotlib data visualization.

Stage 2 • Sessions 5-7

Dual-Controller IoT Circuits

Arduino and Raspberry Pi serial protocol design, breadboard circuit wiring, servo actuation, and multi-sensor interfacing.

Stage 3 • Sessions 8-12

Computer Vision & Smart Security

Webcam stream acquisition, facial landmark training, automated smart door lock deployment, and custom CNN object classification.

Stage 4 • Sessions 13-16

LLM Chatbot & Reinforcement AI

Building a school FAQ chatbot with TF-IDF/RAG, engineering a reinforcement learning game agent, and presenting team capstone projects.

🖥️

Standalone Workstation

No PC host required. Simply plug in standard HDMI monitors, USB keyboards, and mice directly into the Raspberry Pi 4.

🎓

College Prep & Portfolio

Secondary students graduate with authentic GitHub repositories, Python code artifacts, and working physical computing prototypes.

📦

Turnkey School Package

Complete instructor guides, student workbooks, pre-configured SD cards, and reusable hardware organizer kits for school labs.

Robome

AI (Artificial Intelligence), Machine Learning We are hearing these words more often. What do they mean ?

Robome Mobile App Coding

Objectives

6 Hands-On AI & Machine Learning Practice Modules

Speech-to-Text (STT) & Speech Synthesis (TTS)

Number Recognition & Voice Math Calculator

Optical Character Recognition (OCR) & English Sentences

Interactive 3D Pyramid Hologram Coding

Custom Vision Models & Real-Time Accuracy Testing

Facial Landmarks, Emotion Detection & AR Filters

See Robome Mobile App in Action

Official 3-Volume Curriculum Roadmap

Robome App: Start AI Coding

Robome App: Explore AR & Voice AI

Robome App: Create Hologram AI

Recommended Devices

Robome App 1.0

Classroom Environment

Robome PC Avatar App Coding

Objectives

6 Hands-On PC Vision AI & Avatar Modules

3D Virtual Robot Avatar Programming

468 Facial Landmarks & Emotion Analysis

Virtual Air-Keyboard & Contactless Touch

Hand Skeletal Tracking & Gesture Game AI

End-to-End TensorFlow Model Training

AI Game Engine & Strategic Gomoku Algorithms

See Robome PC Avatar in Action

Official 3-Volume Curriculum Roadmap

Robome Avatar: Learn AI

Robome Avatar: Build with AI

Robome Avatar: Apply AI

PC & Laptop Friendly

Webcam Powered

Zero Equipment Costs

Robome Image Recognition Hardware & Software

Objectives

Robome Image Recognition Hardware & Software

Linux OS & Python 3 Programming

Big Data Preprocessing & Analytics

Dual-Controller Architecture & Sensors

Smart Face Recognition Door Lock

Edge AI Vision Classifier & CNN

LLM RAG Chatbot & Game Agent AI

Smart Door Lock with Facial Recognition

Robome IoT Device Kit Components

Raspberry Pi 4 Model B

Arduino Uno R3 Microcontroller

HD Vision Camera Module

Smart Security Actuator Pack

Touchscreen & Chassis

Multi-Sensor Suite

Prototyping Breadboard

Heavy-Duty Storage Case

Engineered Specifically for Middle & High School Students

Progressive Engineering Curriculum

Linux OS & Big Data Analytics

Dual-Controller IoT Circuits

Computer Vision & Smart Security

LLM Chatbot & Reinforcement AI

Standalone Workstation

College Prep & Portfolio

Turnkey School Package

AI (Artificial Intelligence),
Machine Learning
We are hearing these words more often.
What do they mean ?

Robome Image Recognition
Hardware & Software