Post by Ritikesh Choube

Training a model to draw rectangles around objects like humans, bottles, computers, and shoes was quite the adventure. Initially, the model could spot a single object and draw a rectangle around it. But when faced with a photo containing multiple objects, it got completely confused! Instead of drawing rectangles, it just froze, like someone overwhelmed by a messy room. So, back to the drawing board. Fine-tuning the model was essential. After some tweaking and more training sessions, it learned to handle multiple objects without freaking out. Now, it can look at a picture with various items and draw rectangles around all of them. Hooray! The overall approach is based on this blog post: https://lnkd.in/dPyRuWwp