From 3c7303ca8fffed2b65540973dc399ea5a1e0541f Mon Sep 17 00:00:00 2001 From: Charles Gaillard Date: Thu, 7 Oct 2021 12:15:11 +0200 Subject: [PATCH] docs: add crnn_mobilenet_v3_large performances in doc (TF) (#526) * feat: add pytorch ckpts for crnn & mobilenet_v3_large * feat: add tf crnn benchmark --- docs/source/using_models.rst | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/docs/source/using_models.rst b/docs/source/using_models.rst index 6ea485ec05..0f8edb7471 100644 --- a/docs/source/using_models.rst +++ b/docs/source/using_models.rst @@ -106,8 +106,8 @@ For a comprehensive comparison, we have compiled a detailed benchmark on publicl * - crnn_mobilenet_v3_large - (32, 128, 3) - 4.5M - - - - + - 86.95 + - 92.03 - * - sar_resnet31 - (32, 128, 3) @@ -173,6 +173,8 @@ For a comprehensive comparison, we have compiled a detailed benchmark on publicl +----------------------------------------+------------+---------------+---------+------------+---------------+---------+ | db_resnet50 + crnn_mobilenet_v3_small | 69.85 | 74.80 | | 80.85 | 78.42 | 0.83 | +----------------------------------------+------------+---------------+---------+------------+---------------+---------+ +| db_resnet50 + crnn_mobilenet_v3_large | 70.57 | 75.57 | | 82.57 | 80.08 | 0.83 | ++----------------------------------------+------------+---------------+---------+------------+---------------+---------+ | db_mobilenet_v3_large + crnn_vgg16_bn | 67.73 | 71.73 | | 71.65 | 59.03 | | +----------------------------------------+------------+---------------+---------+------------+---------------+---------+ | Gvision text detection | 59.50 | 62.50 | | 75.30 | 70.00 | | @@ -205,6 +207,8 @@ Since you may be looking for specific use cases, we also performed this benchmar +----------------------------------------------+------------+---------------+------------+---------------+------------+---------------+------------+---------------+------------+---------------+------------+---------------+ | db_resnet50 + crnn_mobilenet_v3_small (ours) | 76.81 | 79.15 | 64.89 | 69.61 | 45.03 | 46.38 | 78.96 | 92.11 | 85.91 | 87.20 | 84.85 | 85.86 | +----------------------------------------------+------------+---------------+------------+---------------+------------+---------------+------------+---------------+------------+---------------+------------+---------------+ +| db_resnet50 + crnn_mobilenet_v3_large (ours) | 78.01 | 80.39 | 65.36 | 70.11 | 48.00 | 49.43 | 79.39 | 92.62 | 87.68 | 89.00 | 85.65 | 86.67 | ++----------------------------------------------+------------+---------------+------------+---------------+------------+---------------+------------+---------------+------------+---------------+------------+---------------+ | db_mobilenet_v3_large + crnn_vgg16_bn (ours) | 78.36 | 74.93 | 63.04 | 68.41 | 39.36 | 41.75 | 72.14 | 89.97 | | | | | +----------------------------------------------+------------+---------------+------------+---------------+------------+---------------+------------+---------------+------------+---------------+------------+---------------+ | Gvision doc. text detection | 68.91 | 59.89 | 63.20 | 52.85 | 43.70 | 29.21 | 69.79 | 65.68 | | | | |