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align=center\u003e🐦‍⬛ BitBrain\u003c/h3\u003e\n\u003ch4 align=center\u003ePor: Seminario, Alejandro.\u003c/h4\u003e\n\n\u003ch1\u003e\u003c/h1\u003e\n\u003ch4\u003e🤔 Preguntas Frecuentes\u003c/h4\u003e\n\n\u003ch5\u003e❓ ¿Que es?\u003c/h5\u003e\nBitBrain es un modelo de IA basado en Redes Neuronales Convolucionales (CNNs) que permite detectar \ncáncer cerebral en pacientes, con una efectividad del 99%.\n\n\n\u003ch5\u003e❓ ¿Para que se puede utilizar?\u003c/h5\u003e\nPuede ser usado para el diagnostico asistido y predecir el cancer cerebral en etapas tempranas.\n\n\u003ch5\u003e❓ ¿Como fue entrenado el modelo?\u003c/h5\u003e\nSe utilizaron 800 imagenes por resonancia magnetica (MRI) de alta calidad, previamente clasificadas.\n\n\u003ch1\u003e\u003c/h1\u003e\n\n\u003ch4\u003e🧑‍🔬 ¿Como usar el modelo?\u003c/h4\u003e\n\n\n\u003ch1\u003e\u003c/h1\u003e\n\n\u003ch4\u003e🏗️ Arquitectura de Software\u003c/h4\u003e\n\u003ch5\u003e¿Como esta diseñado el sistema?\u003c/h5\u003e\n\n\u003ctable\u003e\n    \u003cthead\u003e\n        \u003ctr\u003e\n            \u003cth\u003eCapa\u003c/th\u003e\n            \u003cth\u003eTecnología(s)\u003c/th\u003e\n            \u003cth\u003eDescripción\u003c/th\u003e\n        \u003c/tr\u003e\n    \u003c/thead\u003e\n    \u003ctbody\u003e\n        \u003ctr\u003e\n            \u003ctd align=\"center\"\u003eModelo\u003c/td\u003e\n            \u003ctd align=\"center\"\u003eKeras (Libreria)\u003c/td\u003e\n            \u003ctd align=\"center\"\u003eModelo de IA entrenado en la nube y presente en la capa Modelo del sistema.\u003c/td\u003e\n        \u003c/tr\u003e\n              \u003ctr\u003e\n            \u003ctd align=\"center\"\u003eVista\u003c/td\u003e\n            \u003ctd align=\"center\"\u003eHTML, HTMX, CSS, JavaScript, Bootstrap\u003c/td\u003e\n            \u003ctd align=\"center\"\u003eEncargada de la presentación y la interacción con el usuario.\u003c/td\u003e\n        \u003c/tr\u003e\n              \u003ctr\u003e\n            \u003ctd align=\"center\"\u003eControlador\u003c/td\u003e\n            \u003ctd align=\"center\"\u003eFlask (Framework)\u003c/td\u003e\n            \u003ctd align=\"center\"\u003eGestiona la lógica y la comunicación entre la Vista y el Modelo.\u003c/td\u003e\n        \u003c/tr\u003e\n    \u003c/tbody\u003e\n\u003c/table\u003e\n\n\u003ch1\u003e\u003c/h1\u003e\n\n\u003ch4\u003e📈 Pruebas y Validacion\u003c/h4\u003e\n\n\u003ch1\u003e\u003c/h1\u003e\n\n\u003ch4\u003e💻 ¿Que tecnologias se utilizaron?\u003c/h4\u003e\n\n\u003ch5\u003eLenguajes\u003c/h5\u003e\n\n- Python\n- JavaScript\n- HTML\n- HTMX\n- CSS\n- Markdown\n\n\u003ch5\u003eFrameworks\u003c/h5\u003e\n\n- Flask\n\n\n\u003ch5\u003eLibrerias\u003c/h5\u003e\n\n- Numpy\n- TensorFlow\n- Keras\n- Bootstrap\n\n\u003ch5\u003eControladores de Versiones\u003c/h5\u003e\n\n- Git\n- GitHub\n\n\n\n\u003ch5\u003eComputacion en la Nube y Servidores\u003c/h5\u003e\n\n- Google Colab\n- Vercel\n\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fseminarioa%2Fbitbrain","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fseminarioa%2Fbitbrain","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fseminarioa%2Fbitbrain/lists"}