Skip to content

DEV Community

Deep Learning

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

about #deeplearning

Conventional machine learning techniques are limited in their ability to automatically transform the raw unstructured data into a suitable internal representation. Deep learning methods are representation learning methods with multiple levels of representation, obtained by composing several simple but non-linear modules that each transform the representation at one level (starting with the raw input) into a representation at a higher, slightly more abstract level - to put it simply - Neural Networks. With the composition of enough such transformations, very complex functions can be learned - a universal approximator.
If you want to share something primarily on deep learning techniques please use #deeplearning tag.

👋 Sign in for the ability to sort posts by relevant, latest, or top.

Jul 8

AI Image Detector to Spot Fake Photos

#aiimagedetector #productivity #deeplearning #machinelearning

3 min read

Aug 10

How Milliseconds Become Hours at Scale

#deeplearning #machinelearning #productivity

7 min read

Ertugrul

Aug 8

🎭 A CGAN Story: Three Attempts and an Incomplete Ending

#gan #deeplearning #python #pytorch

4 min read

Jul 8

What Really Is Machine Learning? (And Why Your Phone Knows You Better Than Your Best Friend)

#ai #machinelearning #deeplearning #programming

4 min read

Abdessamad Touzani

Jul 3

Sensitivity and Specificity: Mastering the Key Classification Metrics

#datascience #machinelearning #deeplearning

4 min read

Ertugrul

Aug 5

🎭 Compressing Human Faces with VAE vs VQ-VAE — A Deep Dive into Autoencoder Design

#vae #vqvae #deeplearning #python

3 min read

Andy

Aug 5

The 9 Most Common Mistakes in Pattern Recognition (and How to Avoid Them)

#machinelearning #azure #deeplearning #ai

5 min read

Anshika

Jul 6

Building My First End-to-End Machine Learning Project

#programming #ai #deeplearning #beginners

3 min read

Ertugrul

Aug 4

🎮 (JumpNet) Part 2: From Pixels to Policy — Training JumpNet to Make the Right Move

#cnn #transferlearning #datascience #deeplearning

5 min read

Jul 14

Comparing Grok 4 and Gemini 2.5 Pro

#ai #deeplearning #llm #google

1 min read

Urvashi Agrawal

Jun 30

Hilarious Guide to Python Libraries: Meet the Machine Learning Family 😂

#python #machinelearning #opencv #deeplearning

2 min read

Henri Wang

Jun 30

Does DINO loss compare the [CLS] tokens from both teacher and student?

#machinelearning #deeplearning #computervision

1 min read

Trevor Lee

Aug 2

PyTorch Introductory Experiments

#deeplearning #pytorch

12 min read

Kyle Pena

Jul 12

Visualizing Decoder Layer Gradients

#llm #deeplearning #ai #pytorch

4 min read

Takara Taniguchi

Jun 28

[memo] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

#computervision #ai #deeplearning #pwl

1 min read

Unknownerror-404

Jul 31

The hackathon experience..

#machinelearning #tensorflow #deeplearning #healthapp

3 min read

Ali Khan

Jun 27

Advancements in Computer Science Learning: A Synthesis of Recent Research in AI and Machine Learning

#ai #machinelearning #deeplearning #reinforcementlearning

4 min read

PSBigBig

Jun 25

How to Make Large-Scale Experiments Smarter and Cheaper with AI-Driven Proofs

#programming #ai #machinelearning #deeplearning

3 min read

Jul 29

Understanding LSM Trees for Beginners: A Visual Guide day 16 of learning system design

#programming #productivity #beginners #deeplearning

4 min read

PSBigBig

Jun 25

How the WFGY Framework Formalizes Solver Loops for Next-Gen LLMs

#programming #llm #machinelearning #deeplearning

3 min read

PSBigBig

Jul 28

The Hidden Failures in RAG Systems — And How WFGY Fixes Them

#programming #ai #deeplearning #rag

3 min read

Prashant Rajpoot

Jun 24

Machine Learning

#machinelearning #deeplearning

4 min read

Hemant

Jun 23

Running 🤖 GPT-Style Transformers on a $5 Microcontroller 🎛️ (TinyML 2.0 Era)

#ai #machinelearning #deeplearning #tensorflow

2 min read

Jul 27

Building a Deep Learning Model to Detect Potato Diseases: My Journey with PlantVillage.

#computervision #deeplearning #tensorflow #agriculture

3 min read

Jul 25

The 5 Levels of AI Agents: From Simple Bots to AGI

#ai #machinelearning #deeplearning

3 min read

loading...