Graduation_Project

가천대학교 소프트웨어학과 졸업작품 (2022)
지도교수 : 한명묵 교수님

Project Title

Decam

Project Description

Anti-theft system for unmanned stores through behavioral recognition
To help identification of criminals
소규모 무인매장에서 손을 인식해, 도둑 식별에 도움을 주는 프로그램입니다.

Collaborators

ID	Name	Email
201735837	Park-Chanbin(박찬빈)	[email protected]
201833299	Heo-Seoyoon(허서윤)	[email protected]

Technology stack

Flask, Python, Pytorch, OpenCV, TensorFlow Lite, Pytorch, Andorid Studio

Using Open Source

Detectron2 (https://github.com/facebookresearch/detectron2)

How to Install (Windows 10)

Python : 3.8.3
Cuda : 10.2 ver
Andaconda : python 3.8.3 - 2020.7 Release Pytorch : 1.11.0 + cpu

Install Detectron2

1. Install Anaconda 4.8.3

• Please Using Anaconda virtual environment prompt

2. Install Cuda 10.2

• Please install loca environment
• https://developer.nvidia.com/cuda-10.2-download-archive?target_os=Windows&target_arch=x86_64&target_version=10

3. Create Anaconda virtual Environment

   #Check virtual environemnt conda info --envs

   #Create conda create conda create -p myenvs python==3.7

   #Activate conda virtual environment conda activate **(해당 환경 주소)

4. Install Pytorch (On Anaconda environment)

   conda install pytorch==1.8.0 torchvision==0.9.0 torchaudio==0.8.0 cudatoolkit=10.2 -c pytorch

5. Reinstall Microsoft Visual Studio

6. Install Cython, Prococotools, OpenCv (On Virtual Environment)

pip install cython
pip install “git+https://github.com/philferriere/cocoapi.git#egg=pycocotools&subdirectory=PythonAPI"
python -m pip install opencv-python ipython scipy scikit-image

7. Git clone Detectron2 (Check install git)

git clone https://github.com/facebookresearch/detectron2.git --branch v0.1.1 detectron2_v0.1.1 cd detectron2_v0.1.1 git checkout db1614e python -m pip install -e

git clone https://github.com/cvlab-stonybrook/ContactHands.git cd ContactHands

8. Please Check Intall well https://github.com/yogeshkumarpilli/detectron2/blob/master/tests/test_window.py -> test_window in tests

#Install Decam git clone https://github.com/seoyoon130/Graduation_Project.git

#Enter android app

How to use

1. Click the Decam Icon

2. To sign decam application / Login the application