Aug 9, 2025 · 9 min read · Learning Objectives By the end of Log #3, you should be able to: Load pretrained CNN models like ResNet18 and ResNet50 using PyTorch’s torchvision.models. Automatically use the official preprocessing transforms from the selected model’s weights. E...
Join discussionAug 3, 2025 · 5 min read · Learning Objectives By the end of Log#2, you should be able to: Set up a FastAPI backend for the CNN Visualizer project. Install and understand the core packages required for a deep learning backend. Create health check endpoints and test them wit...
Join discussionMar 24, 2025 · 4 min read · Aloha 🕶️, In this chapter, we’ll put our knowledge of CNN into practice. We’ll train a Convolutional Neural Network (CNN) to predict human emotions from images 👽. We learned about CNN in Chapter 22. Problem Train a CNN model to predict human emotio...
Join discussion
Feb 10, 2025 · 3 min read · Hello 👽, Convolutional Neural Networks(CNN) is a type of Neural Network that uses convolution layers. CNN is mostly used to process grid data like images so it’s key in computer vision tasks. Since it’s been a while, I’d like us to brush up on our k...
Join discussion
Jun 17, 2024 · 10 min read · Let me ask you something. Have you ever wondered how Face Recognition works, how your photos app is able to tell whether you're in the picture or not? Or, how a self driving car is able to.... drive itself :) How computers are able to place certain d...
NHNatasha and 1 more commented