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Implementing Approximate Nearest Neighbor Search with KD-Trees

PyImageSearch

Course information: 86 total classes 115+ hours of on-demand code walkthrough videos Last updated: October 2024 4.84 (128 Ratings) 16,000+ Students Enrolled I strongly believe that if you had the right teacher you could master computer vision and deep learning. Or requires a degree in computer science?

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Deploy Gradio Apps on Hugging Face Spaces

PyImageSearch

Course information: 86 total classes 115+ hours of on-demand code walkthrough videos Last updated: October 2024 4.84 (128 Ratings) 16,000+ Students Enrolled I strongly believe that if you had the right teacher you could master computer vision and deep learning. Or requires a degree in computer science?

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Vision-Language Model: PaliGemma for Image Description Generator and More

PyImageSearch

Course information: 86 total classes 115+ hours of on-demand code walkthrough videos Last updated: October 2024 4.84 (128 Ratings) 16,000+ Students Enrolled I strongly believe that if you had the right teacher you could master computer vision and deep learning. Or requires a degree in computer science?

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Getting Started with YOLO11

PyImageSearch

Figure 13: Multi-Object Tracking for Pose Estimation (source: output video generated by running the above code) How to Train with YOLO11 Training a deep learning model is a crucial step in building a solution for tasks like object detection. Or requires a degree in computer science? Join me in computer vision mastery.

Python 108
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Getting Started with Python and FastAPI: A Complete Beginner’s Guide

Flipboard

Course information: 86+ total classes 115+ hours hours of on-demand code walkthrough videos Last updated: March 2025 4.84 (128 Ratings) 16,000+ Students Enrolled I strongly believe that if you had the right teacher you could master computer vision and deep learning. Or requires a degree in computer science?

Python 148
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Object Detection and Visual Grounding with Qwen 2.5

PyImageSearch

It requires the ability to identify interactions and connections between multiple objects (e.g., “a person holding a book” or “a dog lying under a tree”). Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated? That’s not the case.

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People Tracker with YOLOv12 and Centroid Tracker

PyImageSearch

YOLOv12 ) and simple camera setups, we can now build an accurate and scalable solution using just Python, OpenCV, and deep learning. Do you think learning computer vision and deep learning has to be time-consuming, overwhelming, and complicated? Or requires a degree in computer science?