fall-detection
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ambianic
Python ML library for people fall detection
TFLite Model Maker Training Notebook for fall detection: [Link](https://mybinder.org/v2/gh/bhavikapanara/fall-detection/dab74b4fa04f19ac7447e2d77a0559f2215100d8?urlpath=lab%2Ftree%2FFallDetect-TFLiteModelmaker.ipynb ) TFLite Model Maker inference Notebook for fall detection: [Link](https://mybinder.org/v2/gh/bhavikapanara/fall-detection/dab74b4fa04f19ac7447e2d77a0559f2215100d8?urlpath=lab%2Ftree%2FFallDetect-inference.ipynb ) Fall detect on top of person detect notebook[Link](https://mybinder.org/v2/gh/bhavikapanara/fall-detection/67a1aca1ff67e2a8bbbb5e5352f8b6863f5c3342?urlpath=lab%2Ftree%2Ffall_detect_top_of_person_detect.ipynb) ------------------------------------------------------------------------------------------- Fall...
Running latest release on Edge and UI.PWA I do multiple "test" falls per day, sometimes per hour. The Edge does not capture the falls 50% of the time. No Frame...
All, Testing the Edge/UI for the last 24 hours and I have notice that the Edge does not capture a great deal of activity ( me walking in and out...
**Is your feature request related to a problem? Please describe.** We currently have a notebook that shows how PoseNet and MoveNet perform on various fall data. https://github.com/ambianic/fall-detection/blob/main/MoveNet_Vs_PoseNet.ipynb We also have...
**Describe the bug** Currently all fall detection code is under a `pipeline` package which is a legacy leftover from the ambianic-edge code. This is noisy and not helping with code...
**Is your feature request related to a problem? Please describe.** We currently use PoseNet 2.0 as our default pose detection model. However benchmarking has shown that MoveNet performs better: https://blog.ambianic.ai/2021/09/02/movenet-vs-posenet-person-fall-detection.html...
**Is your feature request related to a problem? Please describe.** Looking at Pypi and searching on google, I could not find a python version of the [TFJS pose-detection API](https://github.com/tensorflow/tfjs-models/tree/master/pose-detection/src). There...
**Is your feature request related to a problem? Please describe.** Currently our pose detection API supports multiple models, which is great. **Describe the solution you'd like** It would be nice...
**Is your feature request related to a problem? Please describe.** [Currently we use a simple heuristic](https://blog.ambianic.ai/2021/03/25/fall-detection.html) that takes a before and after images from a fall sequence and compares the...
**Is your feature request related to a problem? Please describe.** After examining my timeline I noticed that my Ambianic camera reported a "Fall Detection" when I bent over to tie...
