Dogs vs Cats Image Classification (CNN) | Deep Learning | Python
⭐️ Content Description ⭐️ In this video, I have explained on how to do image classification for dogs and cats. This is a computer vision problem. I have used CNN architecture to classify the images. This is one of the popular dataset for image classification. Text-based Tutorial: https://www.hackersrealm.net/post/dog... GitHub Code Repo: http://bit.ly/dlcoderepo Dataset link: https://download.microsoft.com/downlo... 🌐 Website: https://www.hackersrealm.net 🔔 Subscribe: http://bit.ly/hackersrealm 🗓️ 1:1 Consultation with Me: https://calendly.com/hackersrealm/con... 📷 Instagram: / aswintechguy 🔣 Linkedin: / aswintechguy 🎯 GitHub: https://github.com/aswintechguy 🎬 Share: • Dogs vs Cats Image Classification (CNN) | ... ⚡️ Data Structures & Algorithms tutorial playlist: http://bit.ly/dsatutorial 😎 Hackerrank problem solving solutions playlist: http://bit.ly/hackerrankplaylist 🤖 ML projects tutorial playlist: http://bit.ly/mlprojectsplaylist 🐍 Python tutorial playlist: http://bit.ly/python3playlist 💻 Machine learning concepts playlist: http://bit.ly/mlconcepts ✍🏼 NLP concepts playlist: http://bit.ly/nlpconcepts 🕸️ Web scraping tutorial playlist: http://bit.ly/webscrapingplaylist Make a small donation to support the channel 🙏🙏🙏:- 🆙 UPI ID: hackersrealm@apl 💲 PayPal: https://paypal.me/hackersrealm 🕒 Timeline 00:00 Introduction to Dogs Vs Cats Image Classification 04:49 Import modules and load data using pandas 14:48 Exploratory Data Analysis of dogs vs cats images 22:28 Creating Data Generator for Images 18:18 Splitting the data for training & testing 32:45 Model Creation & Training 53:45 Visualization of Model Training Results #dogsvscasts #imageclassification #hackersrealm #cnn #computer vision #deeplearning #machinelearning #datascience #model #project #artificialintelligence #beginner #analysis #python #tutorial #aswin #ai #dataanalytics #data #bigdata #programming #datascientist #technology #coding #datavisualization #computerscience #pythonprogramming #analytics #tech #dataanalysis #iot #programmer #statistics #developer #ml #business #innovation #coder #dataanalyst
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