Commit
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27a272e
1
Parent(s):
ac1e63c
updating links
Browse files
app.py
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@@ -225,27 +225,8 @@ def classify_image(
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with gr.Blocks() as demo:
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gr.Markdown("# Image Classification with Taxonomy Mapping")
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gr.Markdown("""
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<div style="display: flex; gap: 10px;">
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<a href="https://www.marqo.ai/blog/introducing-marqos-ecommerce-embedding-models">
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<img src="https://img.shields.io/badge/Model_Release-Blog-blue?logo=font-awesome&logoColor=white&style=flat&logo=pencil-alt" alt="Blog">
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</a>
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<a href="https://huggingface.co/collections/Marqo/marqo-ecommerce-embeddings-66f611b9bb9d035a8d164fbb">
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<img src="https://img.shields.io/badge/🤗-Hugging_Face-yellow?logo=hugging-face&logoColor=white&style=flat&logo=pencil-alt" alt="Hugging Face">
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</a>
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<a href="https://www.marqo.ai/blog/how-to-build-an-ecommerce-image-search-application">
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<img src="https://img.shields.io/badge/Ecommerce_Search_-Blog-red?logo=font-awesome&logoColor=white&style=flat&logo=pencil-alt" alt="Blog">
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</a>
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<a href="https://colab.research.google.com/drive/1Syl9Gde6LguyMjlpDANetbpvBNb9ddxw?usp=sharing">
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<img src="https://img.shields.io/badge/🤝_-Open_In_Google_Colab-orange?logo=font-awesome&logoColor=white&style=flat&logo=pencil-alt" alt="Colab">
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</a>
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<a href="https://join.slack.com/t/marqo-community/shared_invite/zt-2b4nsvbd2-TDf8agPszzWH5hYKBMIgDA">
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<img src="https://img.shields.io/badge/Slack-Join_Marqo_Community-purple?logo=Slack" alt="Slack Community">
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</a>
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</div>
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""")
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gr.Markdown(
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"## How to use this app\n\nThis app compares Marqo's Ecommerce embeddings to OpenAI's ViT-B-16 CLIP model for Ecommerce taxonomy mapping. A beam search is used to find the correct classification in the taxonomy. The original OpenAI CLIP models perform very poorly on Ecommerce data."
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)
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gr.Markdown(
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"Upload an image, provide an image URL, or select an example image, select the model size, and get the taxonomy mapping. The taxonomy is based on the Amazon product taxonomy."
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with gr.Blocks() as demo:
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gr.Markdown("# Image Classification with Taxonomy Mapping")
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gr.Markdown(
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"## How to use this app\n\nThis app compares [Marqo's Ecommerce embeddings](https://huggingface.co/collections/Marqo/marqo-ecommerce-embeddings-66f611b9bb9d035a8d164fbb) to OpenAI's ViT-B-16 CLIP model for Ecommerce taxonomy mapping. A beam search is used to find the correct classification in the taxonomy. The original OpenAI CLIP models perform very poorly on Ecommerce data."
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)
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gr.Markdown(
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"Upload an image, provide an image URL, or select an example image, select the model size, and get the taxonomy mapping. The taxonomy is based on the Amazon product taxonomy."
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