Brain Tumor Detection Using Deep Learning | Step By Step Solution | Deep Learning Project

#codersarts #ml #machinelearning #datascience #ai #python #kaggle #jupyternotebook #googlecolab #deeplearning This is the second part of the BRAIN TUMOR DETECTION Project where we create a complete project on Kaggle Community Platform regarding classification of MRI images into types of Brain tumour or no tumour based on training data. We use Data directory flow, Convolutional Neural Network from Keras and Sequential Model along with OpenCV for creation of our model. As a result we will be able to predict accurately whether the MRI image shows any tumour or not. We create a Neural Network based on VGG16 but has lower parameters and is faster due to the same reason. ==================== Stuck on this project or need the source code? 🚀 Grab the complete project files, deep-dive lessons, and get 1-on-1 mentorship here: https://labs.codersarts.com ============================== Chapters: 00:00 Getting Started With Brain Tumor Detection Deep Learning Project 02:45 Libraries 09:55 Working on Data 23:56 Train Test Split 31:15 Neural Network Creation 42:10 Training Model 45:14 Saving and Plotting 50:52 Prediction of Tumour See you in another video with more projects. Below are the mentioned links: Code : https://www.kaggle.com/code/shivamaga... Dataset : https://www.kaggle.com/datasets/sarta... Kaggle platform : https://kaggle.com Machine Learning Assignment Help Service =================================== Machine Learning : https://www.codersarts.com/machine-le... Deep Learning : https://www.codersarts.com/deep-learn... NLP: https://www.codersarts.com/nlp-assign... Data Visualization : https://www.codersarts.com/data-visua... Computer Vision : https://www.codersarts.com/computer-v... Face Recognition : https://www.codersarts.com/face-recog... Python: https://www.codersarts.com/python-ass... Big Data Assignment Help : https://www.codersarts.com/big-data-a... Django : https://www.codersarts.com/django-ass... Data Science & ML Tutorial : ======================= Python for Data Science and Machine learning :    • Introduction To Python - 01 | Machine Lear...   Pandas Tutorial In Python :    • Pandas Course Overview - 01 | Pandas Tutor...   Scikit-Learn Tutorial :    • 01. Introduction to Scikit-learn | Machine...   Deep Learning Tutorial:    • Deep Learning Tutorial   Matplotlib Tutorial :    • Introduction - 01 | Matplotlib Tutorial   OOPs Concepts in Python :    • OOPs Concepts in Python   PySpark Tutorial:    • PySpark Tutorial   Regression analysis Full Course:    • Regression analysis Full Course   Machine Learning, Deep Learning Project Series : ======================================== Credit Risk Prediction :    • Credit Risk Prediction Project | Problem S...   Bike Demand Analysis :    • Bike Demand Analysis in Python | Problem S...   Wine Quality Prediction :    • Wine Quality Prediction In Python | Proble...   Heart Attack Risk Prediction :    • Heart Attack Risk Prediction In Python | P...   Bank Customer Exit Prediction Deep Learning :    • Bank Customers Exit Prediction In Python |...   Cat Dog Classification Using CNN :    • Cat Dog classification using CNN | Problem...   Brain Tumor Detection :    • Brain Tumor Detection Using Deep Learning ...   Project ideas and Work Samples: =========================== Machine Learning Assignment Solution:    • Machine Learning Assignment  | Code Walkth...   Machine Learning Project Samples:    • Machine Learning Project, Assignment, Cour...   Follow us on our Social Media Handles : ================================= Main Website: https://www.codersarts.com/ Codersarts Training: https://www.training.codersarts.com/ Instagram: https://www.instagram.com/codersarts/... Hire Machine Learning Mentor https://www.codersarts.com/mentors/hi... Codersarts Training https://www.training.codersarts.com/ Important links: ============= How we work: https://www.codersarts.com/how-we-work Contact us or Get help now: https://www.codersarts.com/contact Book 1-on-1 Session With Expert: https://www.codersarts.com/book-online