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There is a specific moment most object detection tutorials stop at.
The bounding box appears. The article ends. And everything that makes the difference between that and a system somebody pays for is left as an exercise for the reader.
That is the part YOLO Object Detection, 2nd Edition is built around.
560 pages, 11 video lessons, 9 production projects on problems where the classes are imbalanced and the camera is mounted wrong, and every line of source code with Colab notebooks that run on the first click.
What PyImageSearch users say:
"There's an abundance of theory-heavy textbooks, papers and online lectures on computer vision, but a real lack of practical instruction on turning theory into working code. Your course hit that nail on the head."
Gabe Davis, Computer Vision Engineer
"I went through a lot of online courses (Udacity, Coursera, Udemy to name a few) but only your resources I found the most practical one and been ready to use in production."
Jaroslaw Gilewski, Senior Principal Software Developer
YOLO 2nd Edition on its own: $745. YOLO 2nd Edition plus a full year of PyImageSearch University: $795.
The two cost $1,372 apart, so the bundle saves you $577. $795 covers your first year and it renews at $495/year after that. You can cancel any time.
Also running until the close: YOLO plus Diffusion plus GPT Mastery, all three for $2,039 instead of $2,719. You save $680.
On the money, since it is the honest question: $795 buys a 560-page book, 11 video lessons, 9 production projects and a year of 120+ courses.
More importantly, you get the knowledge that gives you the judgement LLMs lack.
You have 30 days to reverse it either way.
Reply to this email if you need an itemized invoice for your manager.
30-day money-back guarantee on this purchase. Subscription renewals are non-refundable.
Your PyImageSearch Team
P.S. Everything closes Sunday, August 23 at 11:59 PM ET, including the $149 Production Deployment Vol. 1 add-on at checkout.
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