<![CDATA[Image Classification Tutorials - Medium]]> https://medium.com/image-classification-tutorials?source=rss----0c1441fc7fc9---4 https://cdn-images-1.medium.com/proxy/1*TGH72Nnw24QL3iV9IOm4VA.png Image Classification Tutorials - Medium https://medium.com/image-classification-tutorials?source=rss----0c1441fc7fc9---4 Medium Thu, 12 Nov 2026 07:53:50 GMT <![CDATA[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.

Continue reading on Image Classification Tutorials »

]]> https://medium.com/image-classification-tutorials/accelerating-pokemon-tcg-automation-building-a-multi-modal-ai-card-recognition-api-6cb0c462c150?source=rss----0c1441fc7fc9---4 https://medium.com/p/6cb0c462c150 Sun, 24 May 2026 19:46:40 GMT 2026-05-24T19:46:42.120Z <![CDATA[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…

Continue reading on Image Classification Tutorials »

]]> https://medium.com/image-classification-tutorials/stop-scrapping-and-start-synthesizing-my-python-pipeline-for-custom-ai-training-aff82c8b4a1d?source=rss----0c1441fc7fc9---4 https://medium.com/p/aff82c8b4a1d Thu, 05 Mar 2026 14:54:40 GMT 2026-03-05T14:54:41.952Z <![CDATA[AI-Powered Neurology: Building an Alzheimer’s Classifier with Python and Xception]]>

Leveraging the Xception Architecture for Early Dementia Detection

Continue reading on Image Classification Tutorials »

]]> https://medium.com/image-classification-tutorials/ai-powered-neurology-building-an-alzheimers-classifier-with-python-and-xception-d74b89e3053a?source=rss----0c1441fc7fc9---4 https://medium.com/p/d74b89e3053a Sun, 01 Mar 2026 10:04:20 GMT 2026-03-01T10:04:22.002Z <![CDATA[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.

Continue reading on Image Classification Tutorials »

]]> https://medium.com/image-classification-tutorials/how-i-built-a-butterfly-species-classifier-using-tensorflow-and-python-79a67d2fe324?source=rss----0c1441fc7fc9---4 https://medium.com/p/79a67d2fe324 Tue, 24 Feb 2026 11:22:32 GMT 2026-02-24T11:22:33.921Z <![CDATA[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…

Continue reading on Image Classification Tutorials »

]]> https://medium.com/image-classification-tutorials/building-a-100-class-sports-classifier-with-efficientnetb0-6529c5015181?source=rss----0c1441fc7fc9---4 https://medium.com/p/6529c5015181 Sun, 22 Feb 2026 13:44:36 GMT 2026-02-22T13:44:37.746Z <![CDATA[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.

Continue reading on Image Classification Tutorials »

]]> https://medium.com/image-classification-tutorials/i-migrated-my-vision-pipeline-to-keras-hub-here-is-what-i-learned-87e7a2869b9e?source=rss----0c1441fc7fc9---4 https://medium.com/p/87e7a2869b9e Sat, 21 Feb 2026 10:54:17 GMT 2026-02-21T10:54:18.659Z <![CDATA[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…

Continue reading on Image Classification Tutorials »

]]> https://medium.com/image-classification-tutorials/i-built-an-ai-to-grade-knee-osteoarthritis-a-resnet152v2-deep-dive-fb969527fa79?source=rss----0c1441fc7fc9---4 https://medium.com/p/fb969527fa79 Fri, 20 Feb 2026 20:36:43 GMT 2026-02-20T20:47:49.867Z <![CDATA[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…

Continue reading on Image Classification Tutorials »

]]> https://medium.com/image-classification-tutorials/convnext-fine-tuning-playbook-pytorch-training-on-a-custom-dataset-06b7b1f7a180?source=rss----0c1441fc7fc9---4 https://medium.com/p/06b7b1f7a180 Wed, 18 Feb 2026 18:09:17 GMT 2026-02-18T18:09:18.966Z <![CDATA[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…

Continue reading on Image Classification Tutorials »

]]> https://medium.com/image-classification-tutorials/cnn-image-classification-tensorflow-for-30-musical-instruments-e2ee15d0c8d4?source=rss----0c1441fc7fc9---4 https://medium.com/p/e2ee15d0c8d4 Tue, 17 Feb 2026 15:47:07 GMT 2026-02-18T17:59:36.665Z <![CDATA[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…

Continue reading on Image Classification Tutorials »

]]> https://medium.com/image-classification-tutorials/i-generate-synthetic-images-for-image-classification-in-python-prompt-to-dataset-recipe-0768b9a59b7b?source=rss----0c1441fc7fc9---4 https://medium.com/p/0768b9a59b7b Tue, 17 Feb 2026 12:42:19 GMT 2026-02-18T17:59:19.801Z