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title: README
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title: README
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*Welcome to the official Evİzle organization on Hugging Face!*
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[Evİzle](https://evizle.com) is transforming the real estate industry by combining immersive video tours with advanced search capabilities. We collaborate with the open-source community to **enable developers to build next-generation PropTech** using our specialized vision and language ecosystem.
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## Featured Models and Tools
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* **Evİzle Vision Family for Real Estate** * **Room-Classifier-V1** is a lightweight, state-of-the-art vision model fine-tuned to instantly categorize rooms (e.g., kitchen, bathroom, living room) directly from video tour frames.
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* **Property-Feature-Extractor** is a versatile vision-language model (VLM) that identifies key amenities (hardwood floors, natural lighting, modern appliances) from raw real estate footage.
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* **Evİzle Search & NLP Foundations**
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* **PropSearch-BERT** A domain-specific language model optimized for semantic search in real estate listings, ensuring users find exact matches for their complex housing queries.
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* **Listing-Summarizer** An NLP tool that automatically generates compelling property descriptions based on structured data and video metadata.
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* **Evİzle-Embeddings** An embedding model for efficiently building custom search indexing and recommendation pipelines for property platforms.
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## Open Research and Community Resources
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* **Evİzle Links**:
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* [https://evizle.com](https://evizle.com)
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## Frontend and Search Integration
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* Author custom frontends for property viewing using our highly optimized, open-source UI libraries.
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* Run real-time inference on video streams to generate instant property tags and metadata.
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* Deploy scalable search pipelines combining vector embeddings with traditional real estate filtering.
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## Partnership Highlights and Resources
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* **Integrate our models** directly into your real estate platforms to automate listing creation and video analysis.
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* Leverage Evİzle's custom search algorithms to improve property discovery metrics.
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Read about our mission to make real estate transparent, engaging, and accessible at [https://evizle.com/about](https://evizle.com/about)
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