GitHub - learnforrestlearn/DeepCamera: Protect your privacy, open source AI-powered video surveillance on IoT devices such as Raspberry Pi and Android, featuring face recognition, human shape recognition(ReID), etc. The world's first AutoML Deep Learning edge AI platform. No programming exp needed to train a new model for your privacy.

What's SharpAI DeepCamera

SharpAI is open source stack for machine learning engineering. DeepCamera is application of SharpAI designed for connect computer vision model to surveillance camera. Developers can run same code on Raspberry Pi/Android/PC/AWS.

DeepCamera Architecture

Feature List

High accurate Face Recognition
Face Detection
Inference on ARM Mali GPU
Support Android TF Lite(GPU/CPU/NPU)
Support open source embedded linux
Control from mobile application
Management System for devices
Push Notification to Mobile Device
Object Detection
Distributed System based on celery
Plugin to process video by Shinobi CCTV
Application on Android to decode video with hw acc
Motion Detection with Android GPU
Lable and train from Mobile to Edge Device
Native raspberry pi camera support
Labelling server and application is down, need BYOD document API server repo
Image upload is not working(was using Aliyun), need change to upload to server itself

Commercial Support

Slack

Click to join sharpai slack channel

Demo

Get Started

On X86 Linux

Install Docker

sudo curl -sSL https://get.docker.com | sh

Get source code

git clone https://github.com/SharpAI/DeepCamera

Start container

cd DeepCamera/
./run-on-linux.sh start

On OSX

Install Docker Install Docker Desktop on Mac(Offical)
Get source code

git clone https://github.com/SharpAI/DeepCamera

Start container

cd DeepCamera/
./run-on-mac.sh start

Connect Streaming

Through Open Source NVR

Shinobi login page(device_ip:8080):
username: user@sharpaibox.com
password: SharpAI2018

Change IP configuration and camera url on the page. Detail information
If you are using other camera support streaming, please check The Shinobi NVR's document Supported Devices

Connect DeepCamera to API Server(Doc WIP)

Get device serial number

Create User on API Server

Create Group on API Server

Add device to Group on API Server

Contributions

This project contains source code or library dependencies from the follow projects:

Tensorflow available at: https://github.com/tensorflow/tensorflow Apache License 2.0
MXNet available at: https://github.com/apache/incubator-mxnet Apache License 2.0
TVM available at: https://github.com/dmlc/tvm Apache License 2.0
Shinobi project available at: https://gitlab.com/Shinobi-Systems/Shinobi/ Copyright (c) 2018 Shinobi Systems
Termux project available at: https://github.com/termux/termux-app GPLv3/Apache License 2.0
Insightface project available at: https://github.com/deepinsight/insightface MIT License
Easyrs project available at: https://github.com/silvaren/easyrs MIT License
Python: https://www.python.org Python 2.7 license
Gcc for termux with fortran scipy etc: https://github.com/its-pointless/gcc_termux
RembrandtAndroid project available at https://github.com/imgly/RembrandtAndroid
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