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[Feature] 前端实现场景分类功能 & [Style] 规范代码风格#21

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Bobholamovic merged 5 commits intoPaddleCV-SIG:developfrom
jscslld:feature/classification
Sep 26, 2022
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[Feature] 前端实现场景分类功能 & [Style] 规范代码风格#21
Bobholamovic merged 5 commits intoPaddleCV-SIG:developfrom
jscslld:feature/classification

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@jscslld jscslld commented Sep 24, 2022 •
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  1. 前端实现场景分类功能。
  2. 移除不必要的前端依赖，使得可以在Node.js 16下通过CI。
  3. 统一项目名，将前端中的Hippo修改为PP-GeoView。
  4. 使用PaddleRS提供的decode_image函数进行图片读取，减少代码冗余。
  5. 修复了批量渲染函数的函数名拼写错误的问题
  6. 目标检测绘制时colormap自动生成，便于适配自定义模型

terayco and others added 4 commits September 24, 2022 15:04
@terayco
9.24更新 (#5)
73ebe70 
* 新增场景分类功能

* 1.修复绘制目标框不准确的bug
2.修复图像偏色问题
3.将目标框颜色改为更显眼的紫色

* 修改滑窗步长，加快推理速度

* 1.修改场景分类读取图像的接口，改用paddelrs中的decode_image
2.修改地物分类结果图像的颜色显示
3.去除地物分类任务中的冗余代码

* 删除地物分类中冗余代码

* 1.修改错误函数名（批量处理）
2.删除渲染函数中冗余代码
3.改用cv2统一对图像进行操作处理，去除skimage的引用
@yibaikuai
场景分类功能的前端实现
f5f2b35 
1.  前端实现场景分类功能
2.  移除不必要的依赖，使得CI可以在Node.js 16.x下通过
@jscslld
绘制图片时colormap自动生成，便于适配用户自定义模型
d1f1cbd
@jscslld
绘制图片时colormap自动生成，便于适配用户自定义模型
152cba6
@Bobholamovic Bobholamovic self-requested a review September 26, 2022 03:20
Bobholamovic
Bobholamovic reviewed Sep 26, 2022
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@Bobholamovic Bobholamovic left a comment

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算法&后端部分基本OK。有两个想法：

  1. 滑窗尺寸和步长后续是否可以做成可调的？
  2. 滑窗推理可以使用PaddleRS原生的slider_predict()方法。
    前端部分请 @yibaikuai review~

backend/applications/interface/change_detection.py
# 设置滑窗大小与滑动步长
WINDOW_SIZE = 256
STRIDE = 128
STRIDE = 256
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后续可以考虑把滑窗大小和步长设置为可调的，因为用户导出的模型不一定接受这个大小的输入。

yibaikuai
yibaikuai approved these changes Sep 26, 2022
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LGTM.

@Bobholamovic Bobholamovic merged commit 57f8da6 into PaddleCV-SIG:develop Sep 26, 2022
@jscslld jscslld deleted the feature/classification branch October 16, 2022 06:48
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@yibaikuai yibaikuai yibaikuai approved these changes

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@jscslld @Bobholamovic @yibaikuai @terayco