Project Gallery

Explore edge AI projects you can build, run, and remix on real hardware.

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Showing 12 of 12 projects

Gesture-Controlled Lamp

Dim, color-shift, or toggle an LED lamp using hand gestures — on-device IMU inference, no cloud.

TinyML / MLPBeginner✓ Valid

⏱ 12ms· 94% acc· 58KB

Room Air Quality Sentinel

Track indoor air quality using CO₂, temperature, humidity, and VOC sensing, with local alerts and trend monitoring.

Decision TreeBeginner✓ Valid

Smart Plant Monitor

Sense soil moisture, light, and humidity. ML-driven alerts when readings drift from healthy baselines.

Decision TreeBeginner✓ Valid

Hand Sign Digit Recognizer

Classify hand sign digits 0–9 using a compact CNN on a camera-equipped edge board.

CNNAdvanced✓ Valid

⏱ 44ms· 89% acc· 240KB

Predictive Motor Maintenance

Detect early signs of motor degradation from vibration signatures using an LSTM sequence model.

LSTMAdvanced✓ Valid

⏱ 38ms· 98% acc· 192KB

Jam Sesh Instrument Lights

Recognize guitar, drums, keyboard, or vocals and trigger reactive lights during a jam session.

CNNBeginner✓ Valid

⏱ 16ms· 91% acc· 88KB

Coffee Monitor

Track brew stages from pump sounds, timing, and simple sensors for a smarter coffee workflow.

TinyML / MLPIntermediate✓ Valid

⏱ 11ms· 89% acc· 52KB

Posture Corrector

Classify sitting posture as correct, forward-lean, or slouch using a chest-worn IMU sensor.

TinyML / MLPIntermediate

⏱ 18ms· 87% acc· 62KB

Person Presence Radar

Detect whether a person is in the room using a short-range radar sensor and a compact MLP.

TinyML / MLPAdvanced✓ Valid

Bird Feeder Monitor

Identify birds visiting a backyard feeder and log species, visits, and timestamps.

CNNIntermediate✓ Valid

⏱ 33ms· 90% acc· 176KB

Food Freshness Estimator

Estimate freshness score from a gas sensor array using a compact regression model.

Object Presence Counter

Count objects on a conveyor belt in real time using a lightweight YOLO-nano variant.

YOLOAdvanced

⏱ 67ms· 85% acc· 310KB

by cai_ml

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