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update the readme.
Signed-off-by: wxywb <xy.wang@zilliz.com>
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wxywb
2 years ago
1 changed files with
9 additions and
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README.md
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@ -19,28 +19,19 @@ This operator generates the caption with [BLIP](https://arxiv.org/abs/2201.12086 |
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Load an image from path './animals.jpg' to generate the caption. |
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*Write the pipeline in simplified style*: |
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*Write a pipeline with explicit inputs/outputs name specifications:* |
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```python |
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import towhee |
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from towhee.dc2 import pipe, ops, DataCollection |
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towhee.glob('./animals.jpg') \ |
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.image_decode() \ |
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.image_captioning.blip(model_name='blip_base') \ |
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.show() |
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``` |
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<img src="./cap.png" alt="result1" style="height:20px;"/> |
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*Write a same pipeline with explicit inputs/outputs name specifications:* |
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```python |
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import towhee |
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p = ( |
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pipe.input('url') |
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.map('url', 'img', ops.image_decode.cv2_rgb()) |
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.map('img', 'text', ops.image_captioning.blip(model_name='blip_base')) |
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.output('img', 'text') |
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) |
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towhee.glob['path']('./animals.jpg') \ |
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.image_decode['path', 'img']() \ |
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.image_captioning.blip['img', 'text'](model_name='blip_base') \ |
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.select['img', 'text']() \ |
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.show() |
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DataCollection(p('./animals.jpg')).show() |
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``` |
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<img src="./tabular.png" alt="result2" style="height:60px;"/> |
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