mirrors
/
mmdeploy
mirror of https://github.com/open-mmlab/mmdeploy.git
1
0
Fork 0
Code Issues Projects Releases Wiki Activity

Add result of quantization of TextSnake (#1074) 

* Update result of TextSnake

result from https://github.com/BrokenArrow1404/2022-MMLAB-SUMMERCAMP/blob/main/week4/README.md

* Update result of TextSnake

result from https://github.com/BrokenArrow1404/2022-MMLAB-SUMMERCAMP/blob/main/week4/README.md

* Add deploy config for quantization of TextSnake

* repair lint error
pull/1090/head
BrokenArrow 2022-09-21 08:28:28 +01:00 committed by GitHub
parent e3859004ba
commit fbe7586415
No known key found for this signature in database
GPG Key ID: 4AEE18F83AFDEB23
3 changed files with 11 additions and 6 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

3
configs/text-detection_ncnn-int8_static.py 100644
View File

@ -0,0 +1,3 @@
_base_ = ['./text-detection_static.py', '../../_base_/backends/ncnn-int8.py']
onnx_config = dict(input_shape=None)

7
docs/en/03-benchmark/quantization.md
View File

@ -20,9 +20,10 @@ Note:
### OCR detection
| model | dataset | fp32 hmean | int8 hmean |
| :---------------------------------------------------------------------------------------------------------------: | :-------: | :--------: | :------------: |
| [PANet](https://github.com/open-mmlab/mmocr/blob/main/configs/textdet/panet/panet_r18_fpem_ffm_600e_icdar2015.py) | ICDAR2015 | 0.795 | 0.792 @thr=0.9 |
| model | dataset | fp32 hmean | int8 hmean |
| :--------------------------------------------------------------------------------------------------------------------------: | :-------: | :--------: | :------------: |
| [PANet](https://github.com/open-mmlab/mmocr/blob/main/configs/textdet/panet/panet_r18_fpem_ffm_600e_icdar2015.py) | ICDAR2015 | 0.795 | 0.792 @thr=0.9 |
| [TextSnake](https://github.com/open-mmlab/mmocr/blob/main/configs/textdet/textsnake/textsnake_r50_fpn_unet_1200e_ctw1500.py) | CTW1500 | 0.817 | 0.818 |
Note: [mmocr](https://github.com/open-mmlab/mmocr) Uses 'shapely' to compute IoU, which results in a slight difference in accuracy

7
docs/zh_cn/03-benchmark/quantization.md
View File

@ -20,9 +20,10 @@
### OCR 检测任务
| model | dataset | fp32 hmean | int8 hmean |
| :---------------------------------------------------------------------------------------------------------------: | :-------: | :--------: | :------------: |
| [PANet](https://github.com/open-mmlab/mmocr/blob/main/configs/textdet/panet/panet_r18_fpem_ffm_600e_icdar2015.py) | ICDAR2015 | 0.795 | 0.792 @thr=0.9 |
| model | dataset | fp32 hmean | int8 hmean |
| :--------------------------------------------------------------------------------------------------------------------------: | :-------: | :--------: | :------------: |
| [PANet](https://github.com/open-mmlab/mmocr/blob/main/configs/textdet/panet/panet_r18_fpem_ffm_600e_icdar2015.py) | ICDAR2015 | 0.795 | 0.792 @thr=0.9 |
| [TextSnake](https://github.com/open-mmlab/mmocr/blob/main/configs/textdet/textsnake/textsnake_r50_fpn_unet_1200e_ctw1500.py) | CTW1500 | 0.817 | 0.818 |
备注：[mmocr](https://github.com/open-mmlab/mmocr) 使用 `shapely` 计算 IoU，实现方法会导致轻微的精度差异