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Object DetectionLearn how to perform object detection using OpenCV, Deep Learning, YOLO, Single Shot Detectors (SSDs), Faster R-CNN, Mask R-CNN, HOG + Linear SVM, Haar cascades, and more using these object detection tutorials and guides.
Today’s blog post is inspired from an email I received from Jason, a student at the University of Rochester. Jason is interested in building a custom object detector using the HOG + Linear SVM framework for his final year project.…
Read More of Intersection over Union (IoU) for object detection
Did you know that OpenCV can detect cat faces in images…right out-of-the-box with no extras? I didn’t either. But after Kendrick Tan broke the story, I had to check it out for myself…and do a little investigative work to see how this…
Read More of Detecting cats in images with OpenCV
Last week we discussed how to use OpenCV and Python to perform pedestrian detection. To accomplish this, we leveraged the built-in HOG + Linear SVM detector that OpenCV ships with, allowing us to detect people in images. However, one aspect…
Read More of HOG detectMultiScale parameters explained
I’ve met a lot of amazing, uplifting people over the years. My PhD advisor who helped get me through graduate school. My father who was always there for me as a kid — and still is now. And my girlfriend who has…
Read More of Pedestrian Detection OpenCV
This past Saturday, I was caught in the grips of childhood nostalgia, so I busted out my PlayStation 1 and my original copy of Final Fantasy VII. As a kid in late middle school/early high school, I logged 70+ hours…
Read More of OpenCV Track Object Movement
Today marks the 100th blog post on PyImageSearch. 100 posts. It’s hard to believe it, but it’s true. When I started PyImageSearch back in January of 2014, I had no idea what the blog would turn into. I didn’t know how it…
Read More of Ball Tracking with OpenCV
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