update,

vinniesniper-54816/task1/project/README.md

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+# README
+
+## spin up dev environment
+
+```bash
+# extract archive
+$ tar -zxvf project.tar.gz
+```
+
+### frontend
+
+```bash
+$ cd project/frontend
+$ yarn 
+$ yarn dev
+```
+
+### backend(py_classifier)
+```bash
+# install miniconda
+# https://docs.anaconda.com/miniconda/
+# https://repo.anaconda.com/miniconda/Miniconda3-latest-Windows-x86_64.exe
+
+# download and install miniconda
+$ conda create --name opencv3 python=3
+$ conda activate opencv3
+
+# optional
+$ pip install opencv-contrib-python==3.4.2.16
+
+# run classifier backend
+$ cd src
+$ ./scripts/run.sh
+```
+
+## directory structure
+
+```bash
+├── docs                           # some documentation
+├── poc                            # proff of concept workspace
+    ├── 003-crawler                # image crawler   
+    ├── 010-flask                  # python flask tryout
+    └── 013-flask-nextjs-draft     # python / nextjs integration                
+├── training                       # classifier training code
+├── frontend                       # frontend code
+├── py_classifier                  # backend code
+└── test_images                    # test images
+```
+
+## References
+
+- https://youtu.be/6hcjr5ISmzo
+- https://docs.opencv.org/4.x/dc/d88/tutorial_traincascade.html
+- https://github.com/Paradiddle131/Cigarette-Detection-with-Haar-Cascade-Classifier/tree/master
+- https://pythonprogramming.net/haar-cascade-object-detection-python-opencv-tutorial/
+- https://saturncloud.io/blog/installing-opencv-with-conda-a-guide-for-data-scientists/
+- https://stackoverflow.com/questions/38787748/installing-opencv-3-1-with-anaconda-python3
+- https://huggingface.co/chat/conversation/67252f087c8610524e155288
+- https://github.com/search?q=opencv_createsamples&type=code&ref=advsearch
+- https://github.com/Paradiddle131/Cigarette-Detection-with-Haar-Cascade-Classifier/tree/master