Update thorax model and improve model performance (#125)

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>

Reviewed-on: #125
This commit is contained in:
2024-03-07 13:06:14 -07:00
parent 0e99679e00
commit 4af06f0fe5
19 changed files with 39 additions and 15 deletions

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@@ -1,14 +1,14 @@
description: Ultralytics best model trained on /data/ALVINN/Thorax/Thorax 0.1.0/thorax.yaml
author: Ultralytics
license: AGPL-3.0 https://ultralytics.com/license
date: '2024-03-05T17:01:14.129654'
date: '2024-03-07T16:03:03.296997'
version: 8.1.20
stride: 32
task: detect
batch: 1
imgsz:
- 992
- 992
- 640
- 640
names:
0: Abdominal diaphragm
1: Aorta

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