Course Hive
Search

Welcome

Sign in or create your account

Continue with Google
or
Image Classification using CNN Keras | Full implementation
Play lesson

Convolutional Neural Network - Image Classification using CNN Keras | Full implementation

5.0 (4)
41 learners

What you'll learn

This course includes

  • 1.5 hours of video
  • Certificate of completion
  • Access on mobile and TV

Summary

Full Transcript

In this video, we will implement Image Classification using CNN Keras. We will build a Cat or Dog Classification model using CNN Keras. Keras is a free and open-source high-level API used for neural networks. Building a Deep Learning model in Keras is fast and easy. I already covered the full detailed mathematical theory behind the Convolutional Neural Network (CNN). If you haven't checked that playlist, then you can find its link down here. For now, let's first see Image Classification using CNN Keras. ➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖ Timestamps: 0:00 Intro 1:43 Imports 3:25 Loading Dataset 6:30 Model Implementation using keras 15:36 Predictions for individual images 17:17 End ➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖ Follow my entire playlist on Convolutional Neural Network (CNN) : 📕 CNN Playlist: https://www.youtube.com/watch?v=E5Z7FQp7AQQ&list=PLuhqtP7jdD8CD6rOWy20INGM44kULvrHu&t=0s 📕 Programming Assignment: https://github.com/Coding-Lane/Image-Classification-CNN-Keras 📕 Dataset: https://bit.ly/ImgClsKeras ➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖ ✔ Complete Neural Network Playlist:https://www.youtube.com/watch?v=mlk0rddP3L4&list=PLuhqtP7jdD8CftMk831qdE8BlIteSaNzD&t=0s ✔ Complete Logistic Regression Playlist: https://www.youtube.com/watch?v=U1omz0B9FTw&list=PLuhqtP7jdD8Chy7QIo5U0zzKP8-emLdny&t=0s ✔ Complete Linear Regression Playlist: https://www.youtube.com/watch?v=nwD5U2WxTdk&list=PLuhqtP7jdD8AFocJuxC6_Zz0HepAWL9cF&t=0s ➖➖➖➖➖➖➖➖➖➖➖➖➖➖➖ If you want to ride on the Lane of Machine Learning, then Subscribe ▶ to my channel here: https://www.youtube.com/channel/UCJFAF6IsaMkzHBDdfriY-yQ?sub_confirmation=1

Course Hive

Continue this lesson in the app

Install CourseHive on Android or iOS to keep learning while you move.

Related Courses

FAQs

Course Hive
Download CourseHive
Keep learning anywhere