Abhishek Das
  • Bio
  • Papers
  • Talks
  • Writings
  • Experience
  • Projects
  • Honors
  • Certificates
    • Microsoft Global Hackathon 2025
    • December 2024 MLADS+RAI Conference Proposal Reviewer
    • Microsoft Global Hackathon 2024
    • Microsoft Global Hackathon 2021
    • Machine Learning A-Z Certification
    • Deep Learning A-Z Certification
    • Machine Learning
    • Featured in Maharashtra Times for Creativity and Innovation
    • Master Computer Vision - OpenCV3 in Python & Machine Learning
  • Projects
    • Detecting Hate Speech in Multi-modal Memes
    • User De-Identification over Speech/Dialogue Exchange
    • Augmented Reality with Planar Homographies
    • Photometric Stereo
    • Multi-Image Steganography Using Deep Neural Networks
    • Acoustic Classification and Localisation of Sound Sources for Autonomous Vehicles
    • EEG-Based Biometric Authentication for Brain Computer Interfaces
    • Smart Car Features using Embedded Systems and IoT
    • Smart Refrigerator using IoT and Android
    • Rain Sensing Automatic Car Wiper using AT89C51 Microcontroller
  • Experience
  • Publications
    • System and Method for Identifying Products in a Shelf Management System
    • Detecting Hate Speech in Multi-modal Memes
    • Multi-Image Steganography Using Deep Neural Networks
    • Siamese Manhattan LSTM Implementation for Predicting Text Similarity and Grading of Student Test Papers
    • Study of Performance of an OFDM Transceiver Using SDR Platform
    • Smart Car Features Using Embedded Systems and IoT
    • Smart Refrigerator Using Internet of Things and Android
  • Blog
    • How to build a Convolutional Neural Network from scratch using tf.keras for Image Classification
    • Predict survival on the Titanic challenge in MATLAB
    • Pytorch CNN Implementation on MNIST Dataset
  • Talks
    • Research Ideas for the Facebook Hateful Memes Challenge
  • Honors & Certifications

How to build a Convolutional Neural Network from scratch using tf.keras for Image Classification

Jan 17, 2021·
Published in Towards Data Science
Published in Towards Data Science
· 0 min read
Read on TDS Site
Visualization of the CIFAR-10 classes by author
Last updated on Jan 17, 2021
Towards Data Science Medium Image Classification Deep Learning TensorFlow Keras
Published in Towards Data Science
Authors
Published in Towards Data Science
Predict survival on the Titanic challenge in MATLAB Jan 13, 2021 →

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