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@@ -19,15 +19,15 @@ To access the XS-VID benchmark go to **https://gjhhust.github.io/XS-VID/**
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  ### Using Command Line
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- This guide provides instructions for downloading and extracting the XS-VID dataset from ModelScope using command-line tools in both Linux and Windows environments.
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  #### Prerequisites
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  * **Python and pip:** Ensure Python and pip are installed on your system.
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- * **ModelScope Library:** Install the ModelScope library using pip:
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  ```bash
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- pip install modelscope
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  ```
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  #### Download and Extract Dataset
@@ -35,8 +35,8 @@ This guide provides instructions for downloading and extracting the XS-VID datas
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  **Linux Command:**
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  ```bash
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- pip install modelscope && \
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- modelscope download --dataset lanlanlanrr/XS-VID --local_dir ./XS-VID && \
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  mkdir -p ./XS-VID/{annotations,images} && \
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  unzip -o ./XS-VID/annotations.zip -d ./XS-VID/annotations && \
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  find ./XS-VID -name 'videos_subset_*.zip' -exec unzip -o {} -d ./XS-VID/images \; && \
@@ -46,8 +46,8 @@ rm -f ./XS-VID/*.zip
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  **Windows Command (CMD):**
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  ```bash
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- pip install modelscope && ^
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- modelscope download --dataset lanlanlanrr/XS-VID --local_dir ./XS-VID && ^
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  mkdir "./XS-VID\annotations" && mkdir "./XS-VID\images" && ^
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  powershell -Command "Expand-Archive -Path './XS-VID/annotations.zip' -DestinationPath './XS-VID/annotations' -Force" && ^
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  for /r "./XS-VID" %f in (videos_subset_*.zip) do powershell -Command "Expand-Archive -Path '%f' -DestinationPath './XS-VID/images' -Force" && ^
 
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  ### Using Command Line
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+ This guide provides instructions for downloading and extracting the XS-VID dataset from huggingface using command-line tools in both Linux and Windows environments.
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  #### Prerequisites
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  * **Python and pip:** Ensure Python and pip are installed on your system.
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+ * **huggingface Library:** Install the huggingface_hub library using pip:
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  ```bash
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+ pip install huggingface_hub
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  ```
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  #### Download and Extract Dataset
 
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  **Linux Command:**
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  ```bash
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+ pip install huggingface_hub && \
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+ huggingface-cli download lanlanlan23/XS-VID --repo-type dataset --local-dir ./XS-VID && \
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  mkdir -p ./XS-VID/{annotations,images} && \
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  unzip -o ./XS-VID/annotations.zip -d ./XS-VID/annotations && \
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  find ./XS-VID -name 'videos_subset_*.zip' -exec unzip -o {} -d ./XS-VID/images \; && \
 
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  **Windows Command (CMD):**
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  ```bash
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+ pip install huggingface_hub && ^
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+ huggingface-cli download lanlanlan23/XS-VID --repo-type dataset --local-dir ./XS-VID && ^
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  mkdir "./XS-VID\annotations" && mkdir "./XS-VID\images" && ^
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  powershell -Command "Expand-Archive -Path './XS-VID/annotations.zip' -DestinationPath './XS-VID/annotations' -Force" && ^
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  for /r "./XS-VID" %f in (videos_subset_*.zip) do powershell -Command "Expand-Archive -Path '%f' -DestinationPath './XS-VID/images' -Force" && ^