From 3eef9f54fc876c54e6cd515861fa250a8a842886 Mon Sep 17 00:00:00 2001 From: leondgarse Date: Thu, 5 Aug 2021 18:12:00 +0800 Subject: [PATCH] update cotnet --- README.md | 24 +++++++++++----------- keras_cv_attention_models/cotnet/README.md | 20 +++++++++--------- 2 files changed, 22 insertions(+), 22 deletions(-) diff --git a/README.md b/README.md index ce158cdd..beea71c9 100644 --- a/README.md +++ b/README.md @@ -64,7 +64,7 @@ | halo_b1 | 8.8M | 256 | | | halo_b2 | 11.04M | 256 | | | halo_b3 | 15.1M | 320 | | - | halo_b4 | 31.4M | 384 | 85.5% | + | halo_b4 | 31.4M | 384 | 85.5 | | halo_b5 | 34.4M | 448 | | | halo_b6 | 47.98M | 512 | | | halo_b7 | 68.4M | 600 | | @@ -82,17 +82,17 @@ | CoAtNet-4, ImageNet-21k pretrain | 275M | 512 | 88.1 | | CoAtNet-4, ImageNet-21K + PT-RA-E150 | 275M | 512 | 88.56 | - - **[In progress]** [CoTNet](keras_cv_attention_models/cotnet) - | name | resolution | #params | FLOPs | Top-1 Acc. | Top-5 Acc. | - | -------------- |:----------:|:-------:|:-----:|:----------:|:----------:| - | CoTNet-50 | 224 | 22.2M | 3.3 | 81.3 | 95.6 | - | CoTNeXt-50 | 224 | 30.1M | 4.3 | 82.1 | 95.9 | - | SE-CoTNetD-50 | 224 | 23.1M | 4.1 | 81.6 | 95.8 | - | CoTNet-101 | 224 | 38.3M | 6.1 | 82.8 | 96.2 | - | CoTNeXt-101 | 224 | 53.4M | 8.2 | 83.2 | 96.4 | - | SE-CoTNetD-101 | 224 | 40.9M | 8.5 | 83.2 | 96.5 | - | SE-CoTNetD-152 | 224 | 55.8M | 17.0 | 84.0 | 97.0 | - | SE-CoTNetD-152 | 320 | 55.8M | 26.5 | 84.6 | 97.1 | + - **[In progress]** [CoTNet](keras_cv_attention_models/cotnet) + | Model | params | Image resolution | FLOPs | Top1 Acc | Top5 Acc | + | -------------- |:------:| ---------------- | ----- |:--------:|:--------:| + | CoTNet-50 | 22.2M | 224 | 3.3 | 81.3 | 95.6 | + | CoTNeXt-50 | 30.1M | 224 | 4.3 | 82.1 | 95.9 | + | SE-CoTNetD-50 | 23.1M | 224 | 4.1 | 81.6 | 95.8 | + | CoTNet-101 | 38.3M | 224 | 6.1 | 82.8 | 96.2 | + | CoTNeXt-101 | 53.4M | 224 | 8.2 | 83.2 | 96.4 | + | SE-CoTNetD-101 | 40.9M | 224 | 8.5 | 83.2 | 96.5 | + | SE-CoTNetD-152 | 55.8M | 224 | 17.0 | 84.0 | 97.0 | + | SE-CoTNetD-152 | 55.8M | 320 | 26.5 | 84.6 | 97.1 | *** diff --git a/keras_cv_attention_models/cotnet/README.md b/keras_cv_attention_models/cotnet/README.md index 059be5ae..bb68e490 100644 --- a/keras_cv_attention_models/cotnet/README.md +++ b/keras_cv_attention_models/cotnet/README.md @@ -6,13 +6,13 @@ - [Github JDAI-CV/CoTNet](https://github.com/JDAI-CV/CoTNet) *** -| name | resolution | #params | FLOPs | Top-1 Acc. | Top-5 Acc. | -| -------------- |:----------:|:-------:|:-----:|:----------:|:----------:| -| CoTNet-50 | 224 | 22.2M | 3.3 | 81.3 | 95.6 | -| CoTNeXt-50 | 224 | 30.1M | 4.3 | 82.1 | 95.9 | -| SE-CoTNetD-50 | 224 | 23.1M | 4.1 | 81.6 | 95.8 | -| CoTNet-101 | 224 | 38.3M | 6.1 | 82.8 | 96.2 | -| CoTNeXt-101 | 224 | 53.4M | 8.2 | 83.2 | 96.4 | -| SE-CoTNetD-101 | 224 | 40.9M | 8.5 | 83.2 | 96.5 | -| SE-CoTNetD-152 | 224 | 55.8M | 17.0 | 84.0 | 97.0 | -| SE-CoTNetD-152 | 320 | 55.8M | 26.5 | 84.6 | 97.1 | +| Model | params | Image resolution | FLOPs | Top1 Acc | Top5 Acc | +| -------------- |:------:| ---------------- | ----- |:--------:|:--------:| +| CoTNet-50 | 22.2M | 224 | 3.3 | 81.3 | 95.6 | +| CoTNeXt-50 | 30.1M | 224 | 4.3 | 82.1 | 95.9 | +| SE-CoTNetD-50 | 23.1M | 224 | 4.1 | 81.6 | 95.8 | +| CoTNet-101 | 38.3M | 224 | 6.1 | 82.8 | 96.2 | +| CoTNeXt-101 | 53.4M | 224 | 8.2 | 83.2 | 96.4 | +| SE-CoTNetD-101 | 40.9M | 224 | 8.5 | 83.2 | 96.5 | +| SE-CoTNetD-152 | 55.8M | 224 | 17.0 | 84.0 | 97.0 | +| SE-CoTNetD-152 | 55.8M | 320 | 26.5 | 84.6 | 97.1 |