Update thorax model and improve model performance #125

jgeorgi · 2024-03-07T20:05:57Z

jgeorgi commented

2024-03-07 20:05:57 +00:00

Closes: #117

This bumps the thorax model from the yolo nano to the yolo sm (64 x 640 size) but greatly improves model performance by running a fake detection event on page load to get the model parameters in memory.

As a result of that change a new loading message was required so the f7 preloader was switched out for an f7 progress bar and more messaging was added during various stages. The progress bar fixes the previous issue with the preloader.

Signed-off-by: Justin Georgi justin.georgi@gmail.com

Closes: #117 This bumps the thorax model from the yolo nano to the yolo sm (64 x 640 size) but greatly improves model performance by running a fake detection event on page load to get the model parameters in memory. As a result of that change a new loading message was required so the f7 preloader was switched out for an f7 progress bar and more messaging was added during various stages. The progress bar fixes the previous issue with the preloader. Signed-off-by: Justin Georgi <justin.georgi@gmail.com>

jgeorgi added this to the 0.4.0 milestone 2024-03-07 20:05:57 +00:00

jgeorgi added the

enhancement

label 2024-03-07 20:05:57 +00:00

jgeorgi added 1 commit 2024-03-07 20:05:58 +00:00

Update thorax model and improve model performance feca3684cc

Signed-off-by: Justin Georgi <justin.georgi@gmail.com>

jgeorgi merged commit 4af06f0fe5 into main

2024-03-07 20:06:21 +00:00

jgeorgi deleted branch xps-model-performance

2024-03-07 20:06:21 +00:00

jgeorgi referenced this issue from a commit

2024-03-07 20:06:22 +00:00

Update thorax model and improve model performance (#125)

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Reference: ALVINN/ALVINN_f7#125