René's URL Explorer Experiment


Title: GitHub - goruck/smart-zoneminder: Fast object detection, face recognition and S3 upload of ZoneMinder alarms.

Open Graph Title: GitHub - goruck/smart-zoneminder: Fast object detection, face recognition and S3 upload of ZoneMinder alarms.

X Title: GitHub - goruck/smart-zoneminder: Fast object detection, face recognition and S3 upload of ZoneMinder alarms.

Description: Fast object detection, face recognition and S3 upload of ZoneMinder alarms. - goruck/smart-zoneminder

Open Graph Description: Fast object detection, face recognition and S3 upload of ZoneMinder alarms. - goruck/smart-zoneminder

X Description: Fast object detection, face recognition and S3 upload of ZoneMinder alarms. - goruck/smart-zoneminder

Opengraph URL: https://github.com/goruck/smart-zoneminder

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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obj-detecthttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/tree/master/obj-detect
person-classhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/tree/master/person-class
person-classhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/tree/master/person-class
scriptshttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/tree/master/scripts
scriptshttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/tree/master/scripts
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tpu-servershttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/tree/master/tpu-servers
zm-s3-uploadhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/tree/master/zm-s3-upload
zm-s3-uploadhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/tree/master/zm-s3-upload
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README.mdhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/README.md
ml-requirements.txthttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/ml-requirements.txt
ml-requirements.txthttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/ml-requirements.txt
READMEhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder
MIT licensehttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#smart-zoneminder
ZoneMinderhttps://www.zoneminder.com/
Rekognitionhttps://aws.amazon.com/rekognition
TensorFlowhttps://www.tensorflow.org/
ageitgey'shttps://github.com/ageitgey/face_recognition
dlibhttp://dlib.net/
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#table-of-contents
Usage Exampleshttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder#usage-examples
Project Requirementshttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder#project-requirements
System Architecturehttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder#system-architecture
Edge Setup and Configurationhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder#edge-setup-and-configuration
Cloud Setup and Configurationhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder#cloud-setup-and-configuration
Resultshttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder#results
Licensehttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder#license
Contacthttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder#contact
Acknowledgementshttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder#acknowledgements
Appendixhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder#appendix
Machine Learning Platform Installationhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder#machine-learning-platform-installation-on-linux-server
Object Detection Performance and Model Selectionhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder#object-detection-performance-and-model-selection
Face Detection and Recognition Tuninghttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder#face-detection-and-recognition-tuning
Sample console output from alarm uploaderhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder#sample-console-output-from-zm-s3-upload
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#usage-examples
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#ask-alexa-to-show-the-last-alarm-from-a-camera-due-to-a-person-or-thing
configurationhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/aws-lambda/alexa-smart-zoneminder/config.json
COCOhttp://cocodataset.org/#home
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/img/last-alarm-by-camera-name.jpg?raw=true
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/img/stranger.png?raw=true
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#ask-alexa-to-show-alarms-from-a-camera-due-to-a-person-or-thing-starting-from-some-time-ago
configurationhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/aws-lambda/alexa-smart-zoneminder/config.json
COCOhttp://cocodataset.org/#home
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/img/last-alarms-example.jpg?raw=true
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/img/show-lindo-all.jpg?raw=true
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/img/show-polly-backyard.png?raw=true
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#ask-alexa-to-play-a-video-of-a-last-alarm-from-a-camera
alexa-ip-camhttps://github.com/goruck/alexa-ip-cam
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#ask-alexa-a-series-of-commands-to-view-alarms-and-videos
https://www.youtube.com/watch?v=ZyqomNhE8Ow
https://www.youtube.com/watch?v=ZR35JpWSDVI
https://www.youtube.com/watch?v=rbGPW3MvDoo
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#send-emails-of-alarms
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/img/alarm-email-example.png?raw=true
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/img/alarm-email-example-2.png?raw=true
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#alexa-notifications
Alexa Skills Kit supports notificationshttps://developer.amazon.com/blogs/alexa/post/833b9af4-26e6-47d2-a13d-bdbd9a257512/expanded-developer-preview-of-notifications-for-alexa-skills
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#project-requirements
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#system-architecture
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/img/sz-blk-dia.jpg?raw=true
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/img/sz-stack.jpg?raw=true
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#image-processing-pipeline
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/img/sz-image-pipeline.jpg?raw=true
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#edge-setup-and-configuration
Google Coral Dev Boardhttps://coral.withgoogle.com/products/dev-board/
tpu-servershttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/tpu-servers/README.md
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#zoneminder
Ubuntu Server 18.04 64-bit with Zoneminder 1.30.4 the easy wayhttps://wiki.zoneminder.com/Ubuntu_Server_18.04_64-bit_with_Zoneminder_1.30.4_the_easy_way
Mocordhttp://zoneminder.readthedocs.io/en/stable/userguide/definemonitor.html
Understanding ZoneMinder's Zoning system for Dummieshttps://wiki.zoneminder.com/Understanding_ZoneMinder%27s_Zoning_system_for_Dummies
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#tensorflow
Installing TensorFlow on Ubuntu https://www.tensorflow.org/install/install_linux
Step by Step TensorFlow Object Detection API Tutorialhttps://medium.com/@WuStangDan/step-by-step-tensorflow-object-detection-api-tutorial-part-1-selecting-a-model-a02b6aabe39e
thishttps://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/installation.md
TensorFlow detection model zoohttps://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md#tensorflow-detection-model-zoo
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#dlib-face_recognition-scikit-learn-and-opencv
ageitgey's face_recognition APIhttps://github.com/ageitgey/face_recognition
linux installation guidehttps://gist.github.com/ageitgey/629d75c1baac34dfa5ca2a1928a7aeaf
scikit-learnhttps://scikit-learn.org/stable/
instructionshttps://scikit-learn.org/stable/install.html
OpenCV 3 Tutorials, Resources, and Guideshttps://www.pyimagesearch.com/opencv-tutorials-resources-guides/
herehttps://medium.com/@ageitgey/machine-learning-is-fun-part-4-modern-face-recognition-with-deep-learning-c3cffc121d78
herehttps://www.pyimagesearch.com/2018/06/18/face-recognition-with-opencv-python-and-deep-learning/
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#apache
VideoApp Interfacehttps://developer.amazon.com/docs/custom-skills/videoapp-interface-reference.html
noiphttps://www.noip.com/
Let's Encrypthttps://letsencrypt.org/
How To Create a SSL Certificate on Apache for Debian 8https://www.digitalocean.com/community/tutorials/how-to-create-a-ssl-certificate-on-apache-for-debian-8
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#mongodb
How to Install MongoDB on Ubuntu 18.04https://www.tecmint.com/install-mongodb-on-ubuntu-18-04/
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#alarm-uploader-zm-s3-upload
zm-s3-uploadhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/zm-s3-upload/zm-s3-upload.js
zm-s3-upload-config.json https://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/zm-s3-upload/zm-s3-upload-config.json
READMEhttps://github.com/goruck/smart-zoneminder/blob/master/zm-s3-upload/README.md
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#local-object-detection-obj-detect
obj_det_serverhttps://github.com/goruck/smart-zoneminder/blob/master/obj-detect/obj_detect_server.py
zerorpchttp://www.zerorpc.io/
READMEhttps://github.com/goruck/smart-zoneminder/blob/master/obj-detect/README.md
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#face-recognition-face-det-rec
face_detect_server.pyhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/face_detect_server.py
zerorpchttp://www.zerorpc.io/
READMEhttps://github.com/goruck/smart-zoneminder/blob/master/face-det-rec/README.md
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#person-classification-person-class
person_classifier_server.pyhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/person-class/person_classifier_server.py
zerorpchttp://www.zerorpc.io/
obj-detecthttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/obj-detect
face-det-rechttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/face-det-rec
face-det-rechttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/face-det-rec
have been shown to outperformhttps://towardsdatascience.com/deep-learning-vs-classical-machine-learning-9a42c6d48aa
READMEhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/person-class/README.md
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#alarm-clip-generator-gen-vid
gen-vidhttps://github.com/goruck/smart-zoneminder/blob/master/cgi/gen-vid.py
streaming video APIhttps://github.com/ZoneMinder/zoneminder/blob/master/src/zms.cpp
VideoApp Interfacehttps://developer.amazon.com/docs/custom-skills/videoapp-interface-reference.html
READMEhttps://github.com/goruck/smart-zoneminder/blob/master/cgi/README.md
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#cloud-setup-and-configuration
Amazon Developershttps://developer.amazon.com/
Amazon AWShttps://aws.amazon.com/
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#dynamodb
DynamoDBhttps://aws.amazon.com/dynamodb/?nc2=h_l3_db
https://console.aws.amazon.com/dynamodb/https://console.aws.amazon.com/dynamodb/
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#s3
S3 buckethttps://aws.amazon.com/documentation/s3/
Paul Branstonhttps://github.com/pbran
bloghttp://mikeferrier.com/2011/10/27/granting-access-to-a-single-s3-bucket-using-amazon-iam/
https://console.aws.amazon.com/s3/https://console.aws.amazon.com/s3/
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#trigger-image-processing-s3-trigger-image-processing
step functionhttps://github.com/goruck/smart-zoneminder/tree/master/aws-step-function
aws-lambdahttps://github.com/goruck/smart-zoneminder/tree/master/aws-lambda
READMEhttps://github.com/goruck/smart-zoneminder/blob/master/aws-lambda/s3-trigger-image-processing/README.md
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#state-machine-and-alarm-image-processing
AWS Step Functionhttps://aws.amazon.com/step-functions/
step-smart-zoneminder.jsonhttps://github.com/goruck/smart-zoneminder/blob/master/aws-step-function/step-smart-zoneminder.json
aws-step-functionhttps://github.com/goruck/smart-zoneminder/tree/master/aws-step-function
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/aws-step-function/step-smart-zoneminder.png?raw=true
READMEhttps://github.com/goruck/smart-zoneminder/blob/master/aws-step-function/README.md
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#rekognition-rekognition-image-assessment
READMEhttps://github.com/goruck/smart-zoneminder/blob/master/aws-lambda/rekognition-image-assessment/README.md
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#evaluate-rekognition-labels-rekognition-evaluate-labels
READMEhttps://github.com/goruck/smart-zoneminder/blob/master/aws-lambda/rekognition-evaluate-labels/README.md
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#archive-s3-image-s3-archive-image
READMEhttps://github.com/goruck/smart-zoneminder/blob/master/aws-lambda/s3-archive-image/README.md
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#store-dynamodb-metadata-ddb-store-metadata
READMEhttps://github.com/goruck/smart-zoneminder/blob/master/aws-lambda/ddb-store-metadata/README.md
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#email-alarm-notifications-nodemailer-send-notification
READMEhttps://github.com/goruck/smart-zoneminder/blob/master/aws-lambda/nodemailer-send-notification/README.md
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#error-handler-error-handler
READMEhttps://github.com/goruck/smart-zoneminder/blob/master/aws-lambda/error-handler/README.md
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#alexa-skill
skill.jsonhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/aws-ask/skill.json
READMEhttps://github.com/goruck/smart-zoneminder/blob/master/aws-ask/README.md
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#alexa-skill-handler-alexa-smart-zoneminder
READMEhttps://github.com/goruck/smart-zoneminder/blob/master/aws-lambda/alexa-smart-zoneminder/README.md
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#results
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#quickly-archive-zoneminder-alarm-frames-to-the-cloud-in-order-to-safeguard-against-malicious-removal-of-on-site-server
configuration filehttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/zm-s3-upload/zm-s3-upload-config.json
configuration filehttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/zm-s3-upload/zm-s3-upload-config.json
rfcn_resnet101_cocohttp://download.tensorflow.org/models/object_detection/rfcn_resnet101_coco_2018_01_28.tar.gz
dlibhttp://dlib.net/
ssd_mobilenet_v2_cocohttp://download.tensorflow.org/models/object_detection/ssd_mobilenet_v2_coco_2018_03_29.tar.gz
dlibhttp://dlib.net/
MobileNet SSD v2 (COCO)https://dl.google.com/coral/canned_models/mobilenet_ssd_v2_coco_quant_postprocess_edgetpu.tflite
MobileNet SSD v2 (Faces)https://dl.google.com/coral/canned_models/mobilenet_ssd_v2_face_quant_postprocess_edgetpu.tflite
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#significantly-reduce-false-positives-from-zoneminders-pixel-based-motion-detection
view-mongo-images.pyhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/face-det-rec/view-mongo-images.py
view-mongo-images.pyhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/face-det-rec/view-mongo-images.py
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#determine-if-a-person-detected-in-an-alarm-image-is-familiar-or-not
view-mongo-images.pyhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/face-det-rec/view-mongo-images.py
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#make-it-easy-and-intuitive-to-access-zoneminder-information
Global Search Indexeshttps://docs.aws.amazon.com/amazondynamodb/latest/developerguide/GSI.html
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#have-low-implementation-and-operating-costs
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#be-competitive-with-smart-camera-systems-out-in-the-market-from-nest-amazon-and-others-that-use-image-recognition-and-alexa
Nest Awarehttps://nest.com/cameras/nest-aware/
Cloud Camhttps://www.amazon.com/gp/product/B01C4UY0JK
Ring Protect Plushttps://homealarmreport.com/should-you-subscribe-to-a-ring-video-recording-plan/
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#license
MIT licensehttps://choosealicense.com/licenses/mit/
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#contact
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#acknowledgements
Zoneminder-Alert-Image-Upload-to-Amazon-S3https://github.com/briantroy/Zoneminder-Alert-Image-Upload-to-Amazon-S3
smart-security-camerahttps://github.com/markwest1972/smart-security-camera
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#appendix
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#machine-learning-platform-installation-on-linux-server
tpu-servershttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/tpu-servers
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#install-cuda-with-apt
thishttps://www.tensorflow.org/install/gpu#install_cuda_with_apt
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#install-opencv-420-wcuda-support
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#make-and-cd-to-installation-directory
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#update-repo
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#install-basic-dependencies
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#download-source
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#configure-opencv-using-cmake
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#compile-and-install
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#move-and-rename-binding-for-python3-only
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#test
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#remove-install-directory-optional
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#install-dlib-wcuda-support
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#make-and-cd-to-installation-directory-1
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#update-repo-1
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#install-dependencies-if-needed
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#clone-dlib-repo
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#build-and-install
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#test-1
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#remove-install-directory-optional-1
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#python-virtual-environment-setup
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#install-virtualenvwrapper
https://virtualenvwrapper.readthedocs.io/en/latest/index.html#https://virtualenvwrapper.readthedocs.io/en/latest/index.html
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#pin-to-python3-and-set-defaults-add-to-bashrc
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#create-python-virtual-environment-called-szm
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#link-cv2so-to-szm-python3-virtual-environment
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#switch-to-szm-python-virtual-environment
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#install-face_recognition
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#install-zerorpc
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#install-scikit-learn
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#install-xgboost
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#install-tensorflow
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#install-misc-packages
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#deactivate-virtual-environment
ml_requirements.txthttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/ml-requirements.txt
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#object-detection-performance-and-model-selection
Deep Learning for Object Detection: A Comprehensive Reviewhttps://towardsdatascience.com/deep-learning-for-object-detection-a-comprehensive-review-73930816d8d9
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#hardware-configuration
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#software-configuration
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#benchmarking-configuration
TensorRT / TensorFlow Object Detectionhttps://github.com/tensorflow/tensorrt/tree/master/tftrt/examples/object_detection
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#results-1
rfcn_resnet101_cocohttp://download.tensorflow.org/models/object_detection/rfcn_resnet101_coco_2018_01_28.tar.gz
ssd_inception_v2_cocohttp://download.tensorflow.org/models/object_detection/ssd_inception_v2_coco_2018_01_28.tar.gz
ssd_mobilenet_v2_cocohttp://download.tensorflow.org/models/object_detection/ssd_mobilenet_v2_coco_2018_03_29.tar.gz
ssd_mobilenet_v1_cocohttp://download.tensorflow.org/models/object_detection/ssd_mobilenet_v1_coco_2018_01_28.tar.gz
herehttps://coral.withgoogle.com/docs/edgetpu/faq/
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#face-detection-and-recognition-tuning
config.jsonhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/face-det-rec/config.json
view-mongo-images.pyhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/blob/master/face-det-rec/view-mongo-images.py
Making a Custom Object Detector using a Pre-trained Model in Tensorflowhttps://medium.com/@kchylee/making-a-custom-object-detector-using-a-pre-trained-model-in-tensorflow-51c02c515aa4
How To Train an Object Detection Classifier for Multiple Objects Using TensorFlow (GPU) on Windows 10https://github.com/EdjeElectronics/TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10
https://user-images.githubusercontent.com/12125472/51812713-99462e00-2267-11e9-9093-3b654a34b9e3.jpg
https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#sample-console-output-from-zm-s3-upload
alexa https://patch-diff.githubusercontent.com/topics/alexa
tensorflow https://patch-diff.githubusercontent.com/topics/tensorflow
s3 https://patch-diff.githubusercontent.com/topics/s3
dlib https://patch-diff.githubusercontent.com/topics/dlib
zoneminder https://patch-diff.githubusercontent.com/topics/zoneminder
rekognition https://patch-diff.githubusercontent.com/topics/rekognition
edge-tpu https://patch-diff.githubusercontent.com/topics/edge-tpu
Readme https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/goruck/smart-zoneminder#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder
Activityhttps://patch-diff.githubusercontent.com/goruck/smart-zoneminder/activity
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