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A comment on Ask HN: What are you working on? (July 2025).
The current app is being rebuilt as it sucks and the device is under active development.
We've gotten the following to work:
1. Emotion detection with barks
2. Cough detection (Kennel Cough specifically)
3. Identifying a dog from their bark
4. Video analysis of dog behavior
5. Identifying key parts in dog vocalizations (similar to phonemes in people)
6. Some basic intent detection (or what people call translation)
If anyone is good at μpython + TFLite and can help us transferring our models on device that'd be awesome. Currently our set up is super hacky.
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The current app is being rebuilt as it sucks and the device is under active development.
We've gotten the following to work:
1. Emotion detection with barks
2. Cough detection (Kennel Cough specifically)
3. Identifying a dog from their bark
4. Video analysis of dog behavior
5. Identifying key parts in dog vocalizations (similar to phonemes in people)
6. Some basic intent detection (or what people call translation)
If anyone is good at μpython + TFLite and can help us transferring our models on device that'd be awesome. Currently our set up is super hacky.