commit 84f1b0c95b7b3ec08f9957faf7b5fc19e2bcfb8d Author: jianjiang <jianjiang@iflytek.com> Date: Fri Apr 21 15:19:39 2023 +0800 ok diff --git a/.gitea/workflows/build.yaml b/.gitea/workflows/build.yaml new file mode 100644 index 0000000..1ed1ca9 --- /dev/null +++ b/.gitea/workflows/build.yaml @@ -0,0 +1,48 @@ +name: Build +run-name: ${{ github.actor }} is upgrade release 🚀 +on: [push] +env: + REPOSITORY: ${{ github.repository }} + COMMIT_ID: ${{ github.sha }} +jobs: + Build-Deploy-Actions: + runs-on: ubuntu-latest + steps: + - run: echo "🎉 The job was automatically triggered by a ${{ github.event_name }} event." + - run: echo "🐧 This job is now running on a ${{ runner.os }} server hosted by Gitea!" + - run: echo "🔎 The name of your branch is ${{ github.ref }} and your repository is ${{ github.repository }}." + - name: Check out repository code + uses: actions/checkout@v3 + - + name: Setup Git LFS + run: | + git lfs install + git lfs fetch + git lfs checkout + - name: List files in the repository + run: | + ls ${{ github.workspace }} + - + name: Docker Image Info + id: image-info + run: | + echo "::set-output name=image_name::$(echo $REPOSITORY | tr '[:upper:]' '[:lower:]')" + echo "::set-output name=image_tag::${COMMIT_ID:0:10}" + - + name: Login to Docker Hub + uses: docker/login-action@v2 + with: + registry: artifacts.iflytek.com + username: ${{ secrets.DOCKERHUB_USERNAME }} + password: ${{ secrets.DOCKERHUB_TOKEN }} + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v2 + - + name: Build and push + run: | + docker version + docker buildx build -t artifacts.iflytek.com/docker-private/atp/${{ steps.image-info.outputs.image_name }}:${{ steps.image-info.outputs.image_tag }} . --file ${{ github.workspace }}/Dockerfile --load + docker push artifacts.iflytek.com/docker-private/atp/${{ steps.image-info.outputs.image_name }}:${{ steps.image-info.outputs.image_tag }} + docker rmi artifacts.iflytek.com/docker-private/atp/${{ steps.image-info.outputs.image_name }}:${{ steps.image-info.outputs.image_tag }} + - run: echo "🍏 This job's status is ${{ job.status }}." + diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..671699b --- /dev/null +++ b/Dockerfile @@ -0,0 +1,10 @@ +FROM python:3.8.13 + +WORKDIR /app + +COPY . /app + +RUN pip config set global.index-url https://pypi.mirrors.ustc.edu.cn/simple +RUN pip install -r requirements.txt + +CMD ["python", "app.py"] diff --git a/app.py b/app.py new file mode 100644 index 0000000..8e46cca --- /dev/null +++ b/app.py @@ -0,0 +1,39 @@ +from transformers import TrOCRProcessor, VisionEncoderDecoderModel +from PIL import Image +import requests +import gradio as gr +from gradio.themes.utils import sizes + +theme = gr.themes.Default(radius_size=sizes.radius_none).set( + block_label_text_color = '#4D63FF', + block_title_text_color = '#4D63FF', + button_primary_text_color = '#4D63FF', + button_primary_background_fill='#FFFFFF', + button_primary_border_color='#4D63FF', + button_primary_background_fill_hover='#EDEFFF', +) + + +processor = TrOCRProcessor.from_pretrained('microsoft/trocr-base-handwritten') +model = VisionEncoderDecoderModel.from_pretrained('microsoft/trocr-base-handwritten') + +def ocr(image): + pixel_values = processor(images=image, return_tensors="pt").pixel_values + generated_ids = model.generate(pixel_values) + generated_text = processor.batch_decode(generated_ids, skip_special_tokens=True)[0] + + return generated_text + + +demo = gr.Interface(fn=ocr, + inputs='image', + outputs='text', + title = "ocr", + theme = theme, + examples = ['handwritten.jpeg']) + + +if __name__ == "__main__": +# demo.queue(concurrency_count=3).launch(server_name = "0.0.0.0", server_port = 7010) + demo.launch() + diff --git a/handwritten.jpeg b/handwritten.jpeg new file mode 100644 index 0000000..ccc96e5 Binary files /dev/null and b/handwritten.jpeg differ diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..c77de10 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,4 @@ +gradio +transformers +torch +Pillow