fall-detection
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ambianic
Python ML library for people fall detection
UPDATE: June 11, 2021 **Is your feature request related to a problem? Please describe.** Currently we use mobilnetv2 with a 300x300 input tensor (image) by default for object detection. It...
Implement more test cases based on public and user contributed video and image data of elderly falls
**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...
**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...
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...
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...