amiSenseIoT · AI · Pet Recognition

amiSense

Know every pet by name — no tags, no collars, just AI.

An AI-powered IoT platform that visually identifies each of your pets with no collars, no microchips, no physical tags — and automatically takes personalized action for each one. Trained on your animals, running on a compact smart camera, managed from your phone.

EfficientNetV2B0Google Cloud RunESP32-CAMFirebase AuthMQTT / TLS
The Problem

One feeder. Three pets. Three very different needs.

Managing multiple pets individually is hard. Scheduled feeders don't know which pet showed up. Microchip feeders require expensive hardware on every animal. Cameras record everything but tell you nothing.

amiSense was born from a real problem: three cats with completely different dietary needs, all sharing the same space. The solution wasn't more collars or more chips — it was smarter software that sees the difference.

Activity Feed

Today's detections

Live
L

Luna

Feeder opened

97%

2s ago

M

Mochi

Feeder opened

93%

4m ago

S

Shadow

Logged detection

89%

12m ago

L

Luna

Feeder opened

96%

1h ago

47

Detections

93%

Avg Conf.

3

Pets

How It Works

Train it once. Let it work forever.

01

Train your model

Record short videos of each pet using the amiSense mobile app. Upload them to the cloud. Our AI training pipeline (EfficientNetV2B0 on Google Cloud) builds a personalized recognition model trained on your lighting, your environment, your animals.

02

Install the smart camera

The amiSense Smart Camera (ESP32-CAM) connects to your WiFi via Bluetooth provisioning from the mobile app. No complicated setup — point it at the feeding area and it starts streaming to our edge AI processor.

03

Automate any action

Define what happens when each pet is detected. Open the feeder for exactly 3 seconds. Log a recognition event. Trigger a GPIO output. Schedule actions by day and time. The system decides, the camera executes — you just watch the activity feed.

Features

Everything you need. Nothing you don't.

Per-Pet AI Recognition

Trained on your pets, in your home

Powered by EfficientNetV2B0, amiSense builds a personalized recognition model exclusively for your animals. It learns your pets' appearance in your specific lighting and environment — not a generic model that guesses from a database.

  • EfficientNetV2B0 — state-of-the-art lightweight deep learning
  • Trained on your environment, not a generic dataset
  • Background class suppresses false-positive detections
  • "Wrong pet?" tap triggers automatic model retraining
  • 2-phase transfer learning: frozen base → fine-tune
  • >90% validation accuracy per trained model
Current Status

Built, tested, and heading to alpha.

All five components — backend, mobile, training, edge processor, and device firmware — have completed Phase 2 development.

Phase 1Complete

Auth, devices, pets, activity feed, live streaming, BLE provisioning

Phase 2Complete

AI training pipeline, catalog actions, scheduling, corrections feedback loop, push notifications

Phase 3Coming Soon

Alpha release, onboarding improvements, multi-device enhancements, public availability

Technology Stack

Built on proven infrastructure

React Native / ExpoPython / FlaskTensorFlow / EfficientNetV2B0TFLite Edge InferenceGoogle Cloud RunCloud FirestoreMQTT / HiveMQ CloudFirebase AuthESP32-CAM (Arduino C++)
Early Access

Ready to know your pets like never before?

Join the waitlist for early access. Be among the first to experience tag-free, AI-powered pet recognition in your home.

No spam. We'll only reach out when early access opens.