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Image Classification Tutorials

@image-classification-tutorials

articles: 15
total claps: 154
top claps: 69
avg read: 12.0 min
paywalled: 15
active: 2024-10-26 → 2026-05-24

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ML · Machine Learning · 14 EDU · Education & Learning · 3 🏛️ · Architecture · 3 🏆 · Sports · General · 2 FT · Fine-tuning & Adaptation · 2 MM · Multimodal & Generative Media · 2 📐 · Mathematics · 1 🧘 · Spirituality · 1

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#image-classification ·14 #python ·11 #convolutional-network ·4 #image-classifier ·3 #stable-diffusion ·2 #xception ·2 #tensorflow ·2 #densenet ·1 #convnext ·1 #fine-tuning ·1

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ER Eran Feit · Image Classification Tutorials

How to classify 525 Bird Species using Inception V3 and TensorFlow

In this guide you will build a full image classification pipeline using Inception V3. You will prepare directories, preview sample images…

Aug 29, 2025 · 12 min read · 69 claps paywalled #inception-v3 #inception-v3-architecture #image-classification

How to classify 525 Bird Species using Inception V3 and TensorFlow

SPT HUM AI

ER Eran Feit · Image Classification Tutorials

120 Dog Breeds, more than 10,000 Images: Deep Learning Tutorial for dogs classification 🐕‍🦺

Summary :

Oct 26, 2024 · 8 min read · 50 claps paywalled #dog-classification #convolutional-network #image-classification

120 Dog Breeds, more than 10,000 Images: Deep Learning Tutorial for dogs classification 🐕‍🦺

AI ART

ER Eran Feit · Image Classification Tutorials

AI-Powered Neurology: Building an Alzheimer’s Classifier with Python and Xception

Leveraging the Xception Architecture for Early Dementia Detection

Mar 01, 2026 · 12 min read · 13 claps paywalled #xception #image-classification #convolutional-network

AI-Powered Neurology: Building an Alzheimer’s Classifier with Python and Xception

HUM AI

ER Eran Feit · Image Classification Tutorials

Xception Transfer Learning in TensorFlow: Build a Ship Classifier

xception transfer learning tensorflow is one of the most practical ways to train a strong image classifier without starting from zero. In…

Feb 14, 2026 · 10 min read · 6 claps paywalled #xception #transfer-learning #image-classification

Xception Transfer Learning in TensorFlow: Build a Ship Classifier

ER Eran Feit · Image Classification Tutorials

I Built an AI to Grade Knee Osteoarthritis: A ResNet152V2 Deep Dive

In this ResNet152V2 TensorFlow tutorial, we aren’t just processing pixels; we are training a high-performance residual network to detect…

Feb 20, 2026 · 18 min read · 6 claps paywalled #resnet #resnetv2 #resnet-implementation

I Built an AI to Grade Knee Osteoarthritis: A ResNet152V2 Deep Dive

LIF AI

ER Eran Feit · Image Classification Tutorials

I Generate Synthetic Images for Image Classification in Python (Prompt-to-Dataset Recipe)

When you need training images, the slow part is almost never the model. It’s the dataset. Collecting images, cleaning duplicates…

Feb 17, 2026 · 11 min read · 5 claps paywalled #generated-images #stable-diffusion #image-classification

I Generate Synthetic Images for Image Classification in Python (Prompt-to-Dataset Recipe)

AI MDA

ER Eran Feit · Image Classification Tutorials

CNN Image Classification TensorFlow for 30 Musical Instruments

I wanted a model that can look at a single image and confidently say “accordion”, “violin”, or “saxophone” — not by guessing, but by…

Feb 17, 2026 · 9 min read · 4 claps paywalled #image-classification #convolutional-network #convolution-neural-net

CNN Image Classification TensorFlow for 30 Musical Instruments

AI SPT

ER Eran Feit · Image Classification Tutorials

How to Build a DenseNet201 Model for Sports Image Classification

Introduction to Building an Olympic Sports Classifier

Oct 04, 2025 · 14 min read · 1 claps paywalled #python #image-classification #densenet

How to Build a DenseNet201 Model for Sports Image Classification

AI LIF

ER Eran Feit · Image Classification Tutorials

ConvNeXt Fine-Tuning Playbook: PyTorch Training on a Custom Dataset

ConvNeXt is one of those models that feels “best of both worlds”: it keeps the speed and simplicity of CNNs, but it borrows modern design…

Feb 18, 2026 · 17 min read · 0 claps paywalled #convnext #fine-tuning #pytorch

ConvNeXt Fine-Tuning Playbook: PyTorch Training on a Custom Dataset

HUM AI SPT

ER Eran Feit · Image Classification Tutorials

Building a 100-Class Sports Classifier with EfficientNetB0

When it comes to deep learning, moving from a simple 2-class problem to a massive 100-class challenge is where you truly sharpen your…

Feb 22, 2026 · 18 min read · 0 claps paywalled #efficientnetb0 #image-classification #tensorflow

Building a 100-Class Sports Classifier with EfficientNetB0

ECO AI

ER Eran Feit · Image Classification Tutorials

Accelerating Pokemon TCG Automation: Building a Multi-Modal AI Card Recognition API

The collectibles and Trading Card Game (TCG) markets have transformed from casual hobbies into a highly active alternative asset class. For…

May 24, 2026 · 6 min read · 0 claps paywalled #pokemon #pokémon-go #pokemon-cards

Accelerating Pokemon TCG Automation: Building a Multi-Modal AI Card Recognition API

ART AI

ER Eran Feit · Image Classification Tutorials

How I Built a Butterfly Species Classifier Using TensorFlow and Python

A deep dive into fine-grained image recognition and the architecture of a professional CNN.

Feb 24, 2026 · 9 min read · 0 claps paywalled #cnn #cnn-model #butterfly

How I Built a Butterfly Species Classifier Using TensorFlow and Python

ER Eran Feit · Image Classification Tutorials

I Migrated My Vision Pipeline to Keras Hub: Here Is What I Learned

I swapped my legacy CV code for Keras Hub. Here is what happened.

Feb 21, 2026 · 13 min read · 0 claps paywalled #kerashub #keras #tensoflow

I Migrated My Vision Pipeline to Keras Hub: Here Is What I Learned

SCI AI SPR

ER Eran Feit · Image Classification Tutorials

Stop Scrapping and Start Synthesizing: My Python Pipeline for Custom AI Training

The most soul-crushing part of Computer Vision isn’t the math — it’s the labeling. We’ve all been there: sitting for hours, clicking boxes…

Mar 05, 2026 · 15 min read · 0 claps paywalled #autodistill #synthetic-data #ai-image-generator

Stop Scrapping and Start Synthesizing: My Python Pipeline for Custom AI Training

ER Eran Feit · Image Classification Tutorials

YOLOv5 Image Classification — Complete Tutorial

Introduction — Why Use YOLOv5 for Image Classification?

Dec 07, 2025 · 7 min read · 0 claps paywalled #yolo #yolov5 #image-classification