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List Available Detections #5

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opened 2023-09-22 13:55:12 -06:00 by rs-sndid · 2 comments
rs-sndid commented 2023-09-22 13:55:12 -06:00
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List available sounds to be detected, with and without lat/lon.

List available sounds to be detected, with and without lat/lon.
rs-sndid changed title from List Detections to List Available Detections 2023-09-22 14:11:15 -06:00
rs-sndid commented 2023-09-22 18:20:18 -06:00
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It looks like analyzer.py and species.py in the library are using two different models, which return different results.

analyzer.py uses models/analyzer/BirdNET_GLOBAL_6K_V2.4_Model_FP32.tflite
species.py uses models/analyzer/BirdNET_GLOBAL_6K_V2.4_MData_Model_FP16.tflite

When species.py uses the hardcoded FP16 model, it returns 18 species for this particular time and place. When it is switched to the FP32 model, it returns 35 species.

It looks like `analyzer.py` and `species.py` in the library are using two different models, which return different results. `analyzer.py` uses `models/analyzer/BirdNET_GLOBAL_6K_V2.4_Model_FP32.tflite` `species.py` uses `models/analyzer/BirdNET_GLOBAL_6K_V2.4_MData_Model_FP16.tflite` When `species.py` uses the hardcoded FP16 model, it returns 18 species for this particular time and place. When it is switched to the FP32 model, it returns 35 species.
rs-sndid commented 2023-09-22 18:24:05 -06:00
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When species.py is using the FP32 model for --no-cal --geo in the sndid-list script, it barfs on tensor dimension mismatch.

When `species.py` is using the FP32 model for `--no-cal --geo` in the `sndid-list` script, it barfs on tensor dimension mismatch.
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Reference: deepcrayon/sndid#5
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