Ivelin Ivanov

Implement more test cases based on public and user contributed video and image data of elderly falls

3

**Is your feature request related to a problem? Please describe.** We continuously receive images from users with examples of false positives or missed positives. This is expected iterative process of...

[BUG] pose_engine.py runtime exception

5

**Describe the bug** Pose engine throws intermittent runtime exceptions. **To Reproduce** Run pose engine through a variety of fall images. **Expected behavior** There should be no unexpected runtime exceptions caused...

**Is your feature request related to a problem? Please describe.** Users report that our model detects falls better in well lighted areas than it does in areas with poor lighting...

**Is your feature request related to a problem? Please describe.** Users report that fall detection triggers false positives when there are multiple persons in view. See attached screenshots. This is...

Optimize CPU usage - rotate image only if there is a standing up pose in the frame buffer

2

Looking at the ambianic edge logs in a real world usage, there is a constant stream of attempts to detect a pose in the original image and +/-90' rotations. This...

**Is your feature request related to a problem? Please describe.** Currently save_detections expects a bounding box for detections. This is the case for object detection and face detection, but not...

move fall detection library out of ambianic-edge into independent pypi package

2

Pull fall detection code out of ambianic-edge into this standalone repo as an independent python library. The goal is to allow data scientists to use, collaborate and improve people the...

Currently we use a fork of PeerJS Server as the signaling server for peerfetch clients. This works fine, but requires hosting a signaling server. It is also a single point...

Implement the [HTML fetch() ReadableStream](https://developer.mozilla.org/en-US/docs/Web/API/Streams_API/Using_readable_streams) interface in `peer.fetch()` to allow developers to access `WebSockets` end points on IoT devices in addition to request/response REST APIs.

Hi @gwkrsrch , Congrats on the great model! I've been able to reach promising early results fine tuning Donut to directly predict bounding box coordinates for natural language referring expressions...