fall-detect repo initialization

.peerjsrc

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+{"peerId": "497c5e67-c347-4663-baec-fc7a0fa29a41"}

CODE_OF_CONDUCT.md

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+# Contributor Covenant Code of Conduct
+
+## Our Pledge
+
+In the interest of fostering an open and welcoming environment, we as
+contributors and maintainers pledge to making participation in our project and
+our community a harassment-free experience for everyone, regardless of age, body
+size, disability, ethnicity, sex characteristics, gender identity and expression,
+level of experience, education, socio-economic status, nationality, personal
+appearance, race, religion, or sexual identity and orientation.
+
+## Our Standards
+
+Examples of behavior that contributes to creating a positive environment
+include:
+
+* Using welcoming and inclusive language
+* Being respectful of differing viewpoints and experiences
+* Gracefully accepting constructive criticism
+* Focusing on what is best for the community
+* Showing empathy towards other community members
+
+Examples of unacceptable behavior by participants include:
+
+* The use of sexualized language or imagery and unwelcome sexual attention or
+ advances
+* Trolling, insulting/derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or electronic
+ address, without explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+ professional setting
+
+## Our Responsibilities
+
+Project maintainers are responsible for clarifying the standards of acceptable
+behavior and are expected to take appropriate and fair corrective action in
+response to any instances of unacceptable behavior.
+
+Project maintainers have the right and responsibility to remove, edit, or
+reject comments, commits, code, wiki edits, issues, and other contributions
+that are not aligned to this Code of Conduct, or to ban temporarily or
+permanently any contributor for other behaviors that they deem inappropriate,
+threatening, offensive, or harmful.
+
+## Scope
+
+This Code of Conduct applies both within project spaces and in public spaces
+when an individual is representing the project or its community. Examples of
+representing a project or community include using an official project e-mail
+address, posting via an official social media account, or acting as an appointed
+representative at an online or offline event. Representation of a project may be
+further defined and clarified by project maintainers.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported by contacting the project team at info@ambianic.ai. All
+complaints will be reviewed and investigated and will result in a response that
+is deemed necessary and appropriate to the circumstances. The project team is
+obligated to maintain confidentiality with regard to the reporter of an incident.
+Further details of specific enforcement policies may be posted separately.
+
+Project maintainers who do not follow or enforce the Code of Conduct in good
+faith may face temporary or permanent repercussions as determined by other
+members of the project's leadership.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4,
+available at https://www.contributor-covenant.org/version/1/4/code-of-conduct.html
+
+[homepage]: https://www.contributor-covenant.org
+
+For answers to common questions about this code of conduct, see
+https://www.contributor-covenant.org/faq

CONTRIBUTING.md

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+# How to Contribute
+
+We'd love to accept your patches and contributions to this project. There are
+just a few small guidelines you need to follow.
+
+## Contributor License Agreement
+
+Contributions to this project must be accompanied by a Contributor License
+Agreement. You (or your employer) retain the copyright to your contribution;
+this simply gives us permission to use and redistribute your contributions as
+part of the project. Head over to <https://ambianic.ai/cla> to see
+your current agreements on file or to sign a new one.
+
+You generally only need to submit a CLA once, so if you've already submitted one
+(even if it was for a different project), you probably don't need to do it
+again.
+
+## Code reviews
+
+All submissions, including submissions by project members, require review. We
+use GitHub pull requests for this purpose. Consult
+[GitHub Help](https://help.github.com/articles/about-pull-requests/) for more
+information on using pull requests.
+
+## Community Guidelines
+
+This project follows [Google's Open Source Community
+Guidelines](https://opensource.google.com/conduct/).

SECURITY.md

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+# Security Policy
+
+## Supported Versions
+
+Use this section to tell people about which versions of your project are
+currently being supported with security updates.
+
+| Version | Supported          |
+| ------- | ------------------ |
+| >= 1.0.0   | :white_check_mark: |
+| < 1.0.0   | :x:                |
+
+## Reporting a Vulnerability
+
+Please report vulnerabilities as a [new issue](https://github.com/ambianic/ambianic-edge/issues) using the BUG template with `security vulnerability` label.
+
+<!-- 
+Use this section to tell people how to report a vulnerability.
+
+Tell them where to go, how often they can expect to get an update on a
+reported vulnerability, what to expect if the vulnerability is accepted or
+declined, etc.
+-->

ai_models/pose_labels.txt

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+1	FALL

ambianic-attach.sh

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+#!/bin/sh
+echo "Attaching shell to a running Ambianic docker image"
+docker exec -it ambianic-edge-dev bash

ambianic-deamon-start.sh

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+./start_ambianic.sh 1> ./data/out_err_log.txt 2>&1   &
+

ambianic-debug.sh

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+#!/bin/bash
+set -ex
+
+MY_PATH=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)/$(basename "${BASH_SOURCE[0]}")
+MY_DIR=$(dirname "${MY_PATH}")
+
+# test if coral usb stick is available
+USB_DIR=/dev/bus/usb
+
+VIDEO_0=/dev/video0
+
+if [ -d "$USB_DIR" ]; then
+  USB_ARG="--device $USB_DIR"
+else
+  USB_ARG=""
+fi
+
+
+VC_SHARED_LIB=""
+if grep -s -q "Raspberry Pi" /proc/cpuinfo;
+then
+  VC_SHARED_LIB="-v /opt/vc:/opt/vc"
+fi
+
+
+if [ -e "$VIDEO_0" ]; then
+  VIDEO_ARG="--device $VIDEO_0"
+else
+  VIDEO_ARG=""
+fi
+
+# check if there is an image update
+docker pull ambianic/ambianic-edge:dev
+# run dev image
+docker run -it --rm \
+  --name ambianic-edge-dev \
+  --mount type=bind,source="$MY_DIR",target=/workspace \
+  $VC_SHARED_LIB \
+  --privileged \
+  --net=host \
+  $VIDEO_ARG \
+  $USB_ARG \
+  ambianic/ambianic-edge:dev

ambianic-start.sh

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+#!/bin/bash
+set -ex
+
+MY_PATH=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)/$(basename "${BASH_SOURCE[0]}")
+MY_DIR=$(dirname "${MY_PATH}")
+
+# test if coral usb stick is available
+USB_DIR=/dev/bus/usb
+
+if [ -d "$USB_DIR" ]; then
+  USB_ARG="--device $USB_DIR"
+else
+  USB_ARG=""
+fi
+
+# check if there is an image update
+docker pull ambianic/ambianic-edge:dev
+# run dev image
+docker run -it --rm \
+  --name ambianic-edge-dev \
+  --mount type=bind,source="$MY_DIR",target=/workspace \
+  -p 8778:8778 \
+  $USB_ARG \
+  ambianic/ambianic-edge:dev /workspace/src/run-dev.sh
+# on Mac, --net=host doesnt work as expected
+#  --net=host \

config.local.yaml

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+# Ambianic base config
+dynaconf_merge: true
+default:
+  data_dir: ./data
+
+  logging:
+    file: ./data/ambianic-log.txt
+    level: INFO
+
+  timeline:
+    event_log: ./data/timeline-event-log.yaml
+
+  notifications:
+    providers: {}
+    template:
+      title: "[Ambianic.ai] ${event} recognized"
+      body: >
+        ${event} event has been recognized by the system.
+        Visit ${event_details_url} for more details.
+
+  sources: {}
+
+  ai_models:
+    image_detection:
+      model:
+        tflite: /opt/ambianic-edge/ai_models/mobilenet_ssd_v2_coco_quant_postprocess.tflite
+        edgetpu: /opt/ambianic-edge/ai_models/mobilenet_ssd_v2_coco_quant_postprocess_edgetpu.tflite
+      labels: /opt/ambianic-edge/ai_models/coco_labels.txt
+    face_detection:
+      model:
+        tflite: /opt/ambianic-edge/ai_models/mobilenet_ssd_v2_face_quant_postprocess.tflite
+        edgetpu: /opt/ambianic-edge/ai_models/mobilenet_ssd_v2_face_quant_postprocess_edgetpu.tflite
+      labels: /opt/ambianic-edge/ai_models/coco_labels.txt
+      top_k: 2
+    fall_detection:
+      model:
+        tflite: /opt/ambianic-edge/ai_models/posenet_mobilenet_v1_100_257x257_multi_kpt_stripped.tflite
+        edgetpu: /opt/ambianic-edge/ai_models/posenet_mobilenet_v1_075_721_1281_quant_decoder_edgetpu.tflite
+      labels: /opt/ambianic-edge/ai_models/pose_labels.txt
+
+  pipelines: {}

config.yaml

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+######################################
+#  Ambianic main configuration file  #
+######################################
+version: '2020.12.11'
+
+# path to the data directory
+data_dir: ./data
+
+# Set logging level to one of DEBUG, INFO, WARNING, ERROR
+logging:
+  file: ./data/ambianic-log.txt
+  level: INFO
+  # set a less noisy log level for the console output
+  # console_level: WARNING
+
+# Store notifications provider configuration
+# see https://github.com/caronc/apprise#popular-notification-services for syntax examples
+# notifications:
+#   catch_all_email:
+#     include_attachments: true
+#     providers:
+#       - mailto://userid:pass@domain.com
+#   alert_fall:
+#     providers:
+#       - mailto://userid:pass@domain.com
+#       - json://hostname/a/path/to/post/to
+
+# Pipeline event timeline configuration
+timeline:
+  event_log: ./data/timeline-event-log.yaml
+
+# Cameras and other input data sources
+# Using Home Assistant conventions to ease upcoming integration
+sources:
+
+  # direct support for raspberry picamera
+  picamera:
+    uri: picamera
+    type: video
+    live: true
+
+  # local video device integration example
+  webcam:
+    uri: /dev/video0
+    type: video
+    live: true
+
+  recorded_cam_feed:
+    uri: file:///workspace/tests/pipeline/avsource/test2-cam-person1.mkv
+#    type: video
+#    live: true
+
+ai_models:
+  image_detection:
+    model:
+      tflite: /opt/ambianic-edge/ai_models/mobilenet_ssd_v2_coco_quant_postprocess.tflite
+      edgetpu: /opt/ambianic-edge/ai_models/mobilenet_ssd_v2_coco_quant_postprocess_edgetpu.tflite
+    labels: /opt/ambianic-edge/ai_models/coco_labels.txt
+  face_detection:
+    model:
+      tflite: /opt/ambianic-edge/ai_models/mobilenet_ssd_v2_face_quant_postprocess.tflite
+      edgetpu: /opt/ambianic-edge/ai_models/mobilenet_ssd_v2_face_quant_postprocess_edgetpu.tflite
+    labels: /opt/ambianic-edge/ai_models/coco_labels.txt
+    top_k: 2
+  fall_detection:
+    model:
+      tflite: /opt/ambianic-edge/ai_models/posenet_mobilenet_v1_100_257x257_multi_kpt_stripped.tflite
+      edgetpu: /opt/ambianic-edge/ai_models/posenet_mobilenet_v1_075_721_1281_quant_decoder_edgetpu.tflite
+    labels: /opt/ambianic-edge/ai_models/pose_labels.txt
+
+# A named pipeline defines an ordered sequence of operations
+# such as reading from a data source, AI model inference, saving samples and others.
+pipelines:
+   # Pipeline names could be descriptive, e.g. front_door_watch or entry_room_watch.
+   area_watch:
+     - source: recorded_cam_feed
+     - detect_objects: # run ai inference on the input data
+        ai_model: image_detection
+        confidence_threshold: 0.6
+        # Watch for any of the labels listed below. The labels must be from the model trained label set.
+        # If no labels are listed, then watch for all model trained labels.
+        label_filter:
+          - person
+          - car
+     - save_detections: # save samples from the inference results
+        positive_interval: 300 # how often (in seconds) to save samples with ANY results above the confidence threshold
+        idle_interval: 6000 # how often (in seconds) to save samples with NO results above the confidence threshold
+     - detect_falls: # look for falls
+        ai_model: fall_detection
+        confidence_threshold: 0.6
+     - save_detections: # save samples from the inference results
+        positive_interval: 10
+        idle_interval: 600000
+#        notify: # notify a thirdy party service
+#          providers:
+#            - alert_fall
+
+