fix: translate error and import name error

Author: EESN-W

i18n/en/docusaurus-plugin-content-docs/current/common/ai/_convnext_tiny_qai-app-builder.mdx

@@ -127,137 +127,3 @@ pip3 install requests tqdm qai-hub py3_wget opencv-python torch torchvision
   The printed results show that `Samoyed` has the highest confidence, which matches the input image content.
 
 ---
-
-## English Translation (For Review)
-
-This document describes using the [QAI AppBuilder](../qai-appbuilder) Python API to perform inference with the [ConvNext-Tiny](https://aihub.qualcomm.com/models/convnext_tiny)
-target recognition model using Qualcomm® Hexagon™ Processor (NPU).
-
-**Supported Devices**
-
-| Device     | SoC     |
-| ---------- | ------- |
-| Dragon Q6A | QCS6490 |
-
-## Install QAI AppBuilder
-
-:::tip
-
-1. Please install QAI AppBuilder according to [**QAI AppBuilder Installation Guide**](../qai-appbuilder#installation-methods).
-
-2. Please configure QAIRT environment variables according to [**Configure QAIRT Environment Variables**](../qai-appbuilder#configure-qairt-environment-variables).
-   :::
-
-## Run Example
-
-### Install Dependencies
-
-<NewCodeBlock tip="Device" type="device">
-
-```bash
-pip3 install requests tqdm qai-hub py3_wget opencv-python torch torchvision
-```
-
-</NewCodeBlock>
-
-### Run Script
-
-- Navigate to the example directory
-
-    <Tabs>
-
-        <TabItem value="QCS6490">
-
-       <NewCodeBlock tip="Device" type="device">
-
-         ```bash
-         cd ai-engine-direct-helper/samples/linux/python
-         ```
-
-        </NewCodeBlock>
-
-    </TabItem>
-
-    </Tabs>
-
-- Prepare input image, using the following image as input example
-
-  {" "}
-
-  <div style={{ textAlign: "center" }}>
-    <img src="/en/img/dragon/q6a/test_image.webp" style={{ width: "65%" }} />
-    input image
-  </div>
-
-- Execute inference
-
-    <NewCodeBlock tip="Device" type="device">
-
-  ```bash
-  python3 convnext_tiny/convnext_tiny.py
-  ```
-
-    </NewCodeBlock>
-
-  ```bash
-  $ python3 convnext_tiny/convnext_tiny.py
-  Current file directory: /mnt/ssd/qualcomm/701/zzf_fork/ai-engine-direct-helper/samples/linux/python/convnext_tiny
-       0.0ms [WARNING]  <W> Initializing HtpProvider
-
-  /prj/qct/webtech_scratch20/mlg_user_admin/qaisw_source_repo/rel/qairt-2.37.1/point_release/SNPE_SRC/avante-tools/prebuilt/dsp/hexagon-sdk-5.4.0/ipc/fastrpc/rpcmem/src/rpcmem_android.c:38:dummy call to rpcmem_init, rpcmem APIs will be used from libxdsprpc
-       0.0ms [WARNING]  <W> This META does not have Alloc2 Support
-
-       0.0ms [WARNING]  <W> This META does not have Alloc2 Support
-
-       0.0ms [WARNING]  <W> This META does not have Alloc2 Support
-
-       0.0ms [WARNING]  <W> This META does not have Alloc2 Support
-
-     132.1ms [WARNING] Time: Read model file to memory. 15.88
-
-       0.0ms [WARNING]  <W> This META does not have Alloc2 Support
-
-       0.0ms [WARNING]  <W> This META does not have Alloc2 Support
-
-       0.0ms [WARNING]  <W> This META does not have Alloc2 Support
-
-       0.0ms [WARNING]  <W> This META does not have Alloc2 Support
-
-       0.0ms [WARNING]  <W> This META does not have Alloc2 Support
-
-       0.0ms [WARNING]  <W> This META does not have Alloc2 Support
-
-       0.0ms [WARNING]  <W> This META does not have Alloc2 Support
-
-     176.1ms [WARNING] Time: contextCreateFromBinary. 44.01
-
-     176.2ms [WARNING] Time: UnmapViewOfFile. 0.00
-
-     176.6ms [WARNING] Time: model_initialize convnext_tiny 176.53
-
-     245.2ms [WARNING] Time: model_inference convnext_tiny 11.95
-
-  Top 5 predictions for image:
-
-  Samoyed 0.637629509
-  Pomeranian 0.1382825226
-  keeshond 0.0217001885
-  Arctic fox 0.0138142202
-  white wolf 0.0115938596
-       0.0ms [WARNING]  <W> This META does not have Alloc2 Support
-
-       0.0ms [WARNING]  <W> This META does not have Alloc2 Support
-
-       0.0ms [WARNING]  <W> This META does not have Alloc2 Support
-
-       0.0ms [WARNING]  <W> This META does not have Alloc2 Support
-
-  /prj/qct/webtech_scratch20/mlg_user_admin/qaisw_source_repo/rel/qairt-2.37.1/point_release/SNPE_SRC/avante-tools/prebuilt/dsp/hexagon-sdk-5.4.0/ipc/fastrpc/rpcmem/src/rpcmem_android.c:42:dummy call to rpcmem_deinit, rpcmem APIs will be used from libxdsprpc
-     263.1ms [WARNING] Time: model_destroy convnext_tiny 15.29
-  ```
-
-  The printed results show that `Samoyed` has the highest confidence, which matches the input image content.
-
-```
-
-```

i18n/en/docusaurus-plugin-content-docs/current/dragon/q6a/app-dev/npu-dev/qai-appbuilder-demo/fcn_resnet50.md

@@ -4,6 +4,6 @@ sidebar_position: 0
 
 # FCN-ResNet50 Example
 
-import FCNRESNRT50QAIAPPBUILDER from '../../../../../common/ai/\_fcn-resnet50_qai-app-builder.mdx';
+import FCNRESNET50QAIAPPBUILDER from '../../../../../common/ai/\_fcn-resnet50_qai-app-builder.mdx';
 
-<FCNRESNRT50QAIAPPBUILDER />
+<FCNRESNET50QAIAPPBUILDER />