<![CDATA[Object Detection tutorials - Medium]]> https://medium.com/object-detection-tutorials?source=rss----5aee5eaf3624---4 https://cdn-images-1.medium.com/proxy/1*TGH72Nnw24QL3iV9IOm4VA.png Object Detection tutorials - Medium https://medium.com/object-detection-tutorials?source=rss----5aee5eaf3624---4 Medium Tue, 10 Nov 2026 15:23:18 GMT <![CDATA[Computer Vision in Python: How to Track Objects Without Deep Learning]]>

Modern computer vision tutorials often push deep neural networks for simple motion tracking tasks. Spinning up heavyweight YOLO or…

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]]> https://medium.com/object-detection-tutorials/computer-vision-in-python-how-to-track-objects-without-deep-learning-7b498b0e854d?source=rss----5aee5eaf3624---4 https://medium.com/p/7b498b0e854d Mon, 09 Nov 2026 15:36:36 GMT 2026-11-09T15:36:38.352Z <![CDATA[Build a Poker Hand Scanner: Card Recognition API Guide]]>

Integrating a dedicated card recognition api into your workflow empowers software teams to inject production-ready computer vision into…

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]]> https://medium.com/object-detection-tutorials/build-a-poker-hand-scanner-card-recognition-api-guide-82eeae49a836?source=rss----5aee5eaf3624---4 https://medium.com/p/82eeae49a836 Sat, 23 May 2026 14:52:54 GMT 2026-05-23T14:52:55.610Z <![CDATA[Rethinking Computer Vision: Designing Custom Video Interfaces with YOLO11 and OpenCV]]>

The world of computer vision moves incredibly fast, and the arrival of YOLO11 has raised the bar for real-time object detection efficiency…

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]]> https://medium.com/object-detection-tutorials/rethinking-computer-vision-designing-custom-video-interfaces-with-yolo11-and-opencv-160a1a4348d4?source=rss----5aee5eaf3624---4 https://medium.com/p/160a1a4348d4 Wed, 20 May 2026 15:49:17 GMT 2026-05-29T13:02:38.169Z <![CDATA[Stateful Video Analytics: Building a Custom Line-Crossing Object Counter with YOLO11 and Python]]>

Getting Started with YOLO11 Object Counting Python for Real-World Analytics

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]]> https://medium.com/object-detection-tutorials/stateful-video-analytics-building-a-custom-line-crossing-object-counter-with-yolo11-and-python-8ea57e837480?source=rss----5aee5eaf3624---4 https://medium.com/p/8ea57e837480 Sun, 17 May 2026 16:28:09 GMT 2026-05-17T16:28:11.372Z <![CDATA[Professional Vision Analytics: Mastering YOLO11 Tracking with PiP Overlays]]>

Modern computer vision is no longer just about drawing static boxes around objects; it is about extracting actionable, persistent…

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]]> https://medium.com/object-detection-tutorials/professional-vision-analytics-mastering-yolo11-tracking-with-pip-overlays-4ae05e0405f4?source=rss----5aee5eaf3624---4 https://medium.com/p/4ae05e0405f4 Fri, 15 May 2026 05:58:35 GMT 2026-05-15T06:15:05.128Z <![CDATA[AI in the Greenhouse: Mastering Tomato Disease Detection with PyTorch]]>

Modern agriculture is undergoing a massive digital transformation, and at the center of this revolution is the ability to “see” what is…

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]]> https://medium.com/object-detection-tutorials/ai-in-the-greenhouse-mastering-tomato-disease-detection-with-pytorch-08d76603bf5b?source=rss----5aee5eaf3624---4 https://medium.com/p/08d76603bf5b Wed, 13 May 2026 18:23:40 GMT 2026-05-13T18:23:41.676Z <![CDATA[Efficiency vs. Precision: A Python Deep Dive into Faster R-CNN and SSD PyTorch]]>

In the rapidly evolving landscape of artificial intelligence, selecting the optimal architecture for computer vision is rarely a simple…

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]]> https://medium.com/object-detection-tutorials/efficiency-vs-precision-a-python-deep-dive-into-faster-r-cnn-and-ssd-pytorch-8067cdef2e92?source=rss----5aee5eaf3624---4 https://medium.com/p/8067cdef2e92 Fri, 08 May 2026 15:00:12 GMT 2026-05-11T06:14:40.054Z <![CDATA[How I Trained a Custom YOLO Model to Spot African Wildlife]]>

Computer vision holds incredible potential when it comes to observing animals in their natural environments. This article provides a…

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]]> https://medium.com/object-detection-tutorials/how-i-trained-a-custom-yolo-model-to-spot-african-wildlife-9bc70106ab58?source=rss----5aee5eaf3624---4 https://medium.com/p/9bc70106ab58 Fri, 01 May 2026 11:53:36 GMT 2026-05-08T11:43:27.802Z <![CDATA[Training an AI to Identify 43 Military Aircraft]]>

Imagine trying to teach a machine to distinguish between the subtle silhouette of an F-22 Raptor and an F-35 Lightning II across thousands…

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]]> https://medium.com/object-detection-tutorials/training-an-ai-to-identify-43-military-aircraft-6c04628e746e?source=rss----5aee5eaf3624---4 https://medium.com/p/6c04628e746e Mon, 27 Apr 2026 13:37:59 GMT 2026-04-27T13:38:01.228Z <![CDATA[How to Fine-Tune YOLO-World for Vision Tasks | Underwater trash]]>

The evolution of computer vision has reached a fascinating intersection where “open-vocabulary” models allow us to detect almost anything…

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]]> https://medium.com/object-detection-tutorials/how-to-fine-tune-yolo-world-for-vision-tasks-underwater-trash-b1b5af8362f8?source=rss----5aee5eaf3624---4 https://medium.com/p/b1b5af8362f8 Mon, 20 Apr 2026 13:24:03 GMT 2026-04-20T13:24:04.633Z