DEV Community

Deep Learning

This tag is for discussing, sharing articles, and asking questions primarily on deep learning - a subfield of machine learning.

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
How We Rerank 565K Products Using Deep Learning
carles_2b45749f26609ec400 profile

How We Rerank 565K Products Using Deep Learning

#webdev #deeplearning #python #machinelearning
Comments
4 min read
Understanding Recurrent Neural Networks: From Forgetting to Remembering
rnilav profile

Understanding Recurrent Neural Networks: From Forgetting to Remembering

#rnn #lstm #ai #deeplearning
Comments
6 min read
Part 6 — From Zero to ChatGPT: The 4 Learning Types That Built Modern AI
mohamedhamed833 profile

Part 6 — From Zero to ChatGPT: The 4 Learning Types That Built Modern AI

#machinelearning #deeplearning #chatgpt #aifundamentals
3
Comments
11 min read
CNN Spatial Behavior Explained: Convolution, Stride, Padding, and Output Size (With Intuition)
zeromathai profile

CNN Spatial Behavior Explained: Convolution, Stride, Padding, and Output Size (With Intuition)

#machinelearning #deeplearning #ai #computervision
Comments
2 min read
YOLO Evolution: Comparing YOLOv5, v11, v12, and v26 on the Cars Detection Dataset
nanditab35 profile

YOLO Evolution: Comparing YOLOv5, v11, v12, and v26 on the Cars Detection Dataset

#computervision #deeplearning #objectdetection #imagedata
Comments
11 min read
CNN Training Isn’t Just About Models — Augmentation vs Preprocessing vs BatchNorm
zeromathai profile

CNN Training Isn’t Just About Models — Augmentation vs Preprocessing vs BatchNorm

#machinelearning #deeplearning #cnn #datascience
Comments
4 min read
Evolution of Deep CNNs — From AlexNet to ResNet (Trade-offs Behind Modern Deep Learning)
zeromathai profile

Evolution of Deep CNNs — From AlexNet to ResNet (Trade-offs Behind Modern Deep Learning)

#deeplearning #cnn #machinelearning #computervision
Comments
1 min read
Why CNNs Work: Convolution, Feature Hierarchies, and the Real Difference from Fully Connected Networks
zeromathai profile

Why CNNs Work: Convolution, Feature Hierarchies, and the Real Difference from Fully Connected Networks

#ai #deeplearning #machinelearning #computervision
Comments
2 min read
Why CNNs Work for Images: The Real Design Logic Behind Convolutional Neural Networks
zeromathai profile

Why CNNs Work for Images: The Real Design Logic Behind Convolutional Neural Networks

#ai #deeplearning #machinelearning #computervision
Comments
4 min read
CNNs Explained: How Image Classification Actually Works in Deep Learning
zeromathai profile

CNNs Explained: How Image Classification Actually Works in Deep Learning

#deeplearning #machinelearning #ai #computervision
Comments
2 min read
Image Classification Explained — Why k-NN Breaks and Linear Classifiers Matter
zeromathai profile

Image Classification Explained — Why k-NN Breaks and Linear Classifiers Matter

#ai #machinelearning #computervision #deeplearning
Comments
3 min read
How Neural Networks Actually Learn: Backpropagation, Gradients, and Training Loop (Developer Guide)
zeromathai profile

How Neural Networks Actually Learn: Backpropagation, Gradients, and Training Loop (Developer Guide)

#ai #deeplearning #machinelearning #programming
Comments
2 min read
Neural Network Optimization Challenges — Fixing Vanishing Gradients with Better Architecture Design
zeromathai profile

Neural Network Optimization Challenges — Fixing Vanishing Gradients with Better Architecture Design

#ai #deeplearning #machinelearning #programming
Comments
2 min read
Output Layer Explained — Logits, Softmax, Cross-Entropy, and Why They Work Together
zeromathai profile

Output Layer Explained — Logits, Softmax, Cross-Entropy, and Why They Work Together

#ai #deeplearning #machinelearning #neuralnetworks
Comments
2 min read
Multilayer Perceptron (MLP) — How Neural Networks Learn Representations, Probabilities, and Gradients
zeromathai profile

Multilayer Perceptron (MLP) — How Neural Networks Learn Representations, Probabilities, and Gradients

#machinelearning #deeplearning #neuralnetworks #ai
Comments
6 min read
👋 Sign in for the ability to sort posts by relevant, latest, or top.