Continuing my other project in this post. I made some modification to it and still explore google vision to make object detection. Imagine a world where computers can see just like us humans, understanding the objects and scenes around them. Well, that world is already here, thanks to Google Vision and its object detection superpowers.
Think of Google Vision as a super-smart detective for images. You give it a picture, and it can tell you everything that’s going on in it: the people, the animals, the things, even the emotions on people’s faces. It’s like having a built-in “what’s that?” button for your brain.
How Does It Work?
Google Vision uses a type of artificial intelligence called machine learning to do its magic. It’s been trained on millions of images and their corresponding labels, so it can recognize patterns and figure out what’s what. It’s like showing a kid a bunch of pictures of dogs and cats, then asking them to identify a new animal they’ve never seen before. The more pictures the kid sees, the better they’ll get at guessing the right answer.
What Can It Do?
The possibilities are endless! Here are just a few cool things Google Vision can do with object detection:
- Help you organize your photos: Imagine automatically sorting your vacation photos by the people and places in them. No more manually tagging every picture with “beach selfie” or “Aunt Mildred at the Grand Canyon.”
- Make your apps smarter: Imagine a shopping app that can scan a product barcode and instantly show you all the available prices and reviews. Or a fitness app that can track your workout by recognizing the exercises you’re doing.
- Improve accessibility: Google Vision can help people with visual impairments “see” the world around them by describing the objects and scenes in their photos.
The Future of Object Detection
Google Vision is just getting started. As machine learning technology gets better and better, we can expect even more amazing things from object detection in the future. Imagine self-driving cars that can navigate the streets by recognizing objects like traffic lights and pedestrians. Or imagine doctors using AI to analyze medical images and detect diseases with superhuman accuracy.
The possibilities are truly mind-blowing. So keep your eyes peeled, because the future of object detection is looking bright!
I hope this article gives you a glimpse into the fascinating world of Google Vision and object detection. If you’re interested in learning more, check out the links below for more technical details.
- Google Vision API: https://cloud.google.com/vision/docs/reference/rest
- Object Detection with ML Kit: https://developers.google.com/learn/pathways/get-started-object-detection
- AutoML Vision Object Detection: https://cloud.google.com/vision/automl/object-detection/docs/how-to
Thanks for reading!