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Video Surveillance
Investigating Tensorflow for reliable motion detection.
Followed instructions for Raspberry Pi 4: https://www.tensorflow.org/install
Ran into the following issue: https://github.com/tensorflow/tensorflow/issues/36141
Found a solution: https://raspberrypi.stackexchange.com/questions/107483/error-installing-tensorflow-cannot-find-libhdfs-so
First Tutorial: https://www.edureka.co/blog/tensorflow-object-detection-tutorial/
Various Issues: https://github.com/protocolbuffers/protobuf/issues/5706
https://github.com/EdjeElectronics/TensorFlow-Object-Detection-on-the-Raspberry-Pi/blob/master/README.md
To investigate:
https://github.com/ccrisan/motioneyeos/issues/1505
Promising Examples:
https://harizanov.com/2018/03/enhancing-my-ordinary-security-cameras-with-ai/
https://medium.com/iotforall/tutorial-implement-object-recognition-on-live-stream-cc384f8556cc
https://raspberry-valley.azurewebsites.net/NVIDIA-Jetson-Nano/
https://lunar.computer/posts/nvidia-jetson-nano-headless/
Object Recognition:
https://pjreddie.com/darknet/yolo/
Interesting Projects:
* [https://github.com/dataplayer12/homesecurity](https://github.com/dataplayer12/homesecurity)
* [https://github.com/RazZziel/AI-ipcam](https://github.com/RazZziel/AI-ipcam)
* [https://harizanov.com/2018/03/enhancing-my-ordinary-security-cameras-with-ai/](https://harizanov.com/2018/03/enhancing-my-ordinary-security-cameras-with-ai/)
* [https://github.com/blakeblackshear/frigate](https://github.com/blakeblackshear/frigate)
* [https://github.com/JetsonHacksNano/CSI-Camera](https://github.com/JetsonHacksNano/CSI-Camera)
* [https://pysource.com/2019/08/29/yolo-v3-install-and-run-yolo-on-nvidia-jetson-nano-with-gpu/](https://pysource.com/2019/08/29/yolo-v3-install-and-run-yolo-on-nvidia-jetson-nano-with-gpu/)
* [https://devtalk.nvidia.com/default/topic/1052109/jetson-nano/object-detection-of-a-stream-from-ip-camera-over-network/](https://devtalk.nvidia.com/default/topic/1052109/jetson-nano/object-detection-of-a-stream-from-ip-camera-over-network/)
* [https://developer.nvidia.com/embedded/community/jetson-projects](https://developer.nvidia.com/embedded/community/jetson-projects)
https://gitlab.com/tylerjbrooks/detector
https://developer.nvidia.com/embedded/community/jetson-projects
https://www.vueville.com/blog/how-we-built-our-diy-home-security-camera-system/
https://www.vueville.com/smart-home/easydiy-or-prodiy-introducing-vueville-smart-home-diy-framework/
Usefull Projects:
https://github.com/mdegans/nano_build_opencv
https://github.com/rbonghi/jetson_stats
Comparisons:
https://blog.raccoons.be/coral-tpu-jetson-nano-performance
https://3dvisionlabs.com/2019/09/18/jetson-nano-and-google-coral-edge-tpu-a-comparison/