Rewrite the following text using fluent, persuasive language, intricately crafted sentence structuring, engaging vocabulary, maximum readability:  The coconut tree, a well-known cash crop in tropical regions, plays a vital role in generating income for countries such as India, Philippines, and Brazil. However, its yield is often threatened by a multitude of diseases, including Thielaviopsis Paradoxa (TP), a fungal pathogen that can inflict widespread damage on coconut production. Early detection, rapid diagnosis, and cost-effective surveillance have become critical factors contributing to the management and containment of this devastating pathogen. In this research proposal, we aim to develop a deep learning model capable of detecting and diagnosing T. Paradoxa infections in coconuts in a faster, more affordable, and scalable manner compared to previous approaches. The response should be in all capital letters.
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