Alright, let me tell you about my little adventure with “kamala harris rn.” I know, it sounds kinda weird, right? But hear me out.
So, it all started when I was messing around with some image recognition stuff. I was trying to build a simple app that could identify famous people in photos. I figured, who’s more recognizable than a high-profile politician? And Kamala Harris popped into my head. I mean, she’s everywhere, right?
First, I hit up Google Images. I scraped a whole bunch of pictures of her. Like, a ton. Different angles, different expressions, you name it. I needed a good dataset to train my model.
Next, I dove into Python. I used TensorFlow and Keras, because that’s what I’m most comfortable with. I built a convolutional neural network (CNN), nothing too fancy, just something to get the job done. I spent a solid afternoon tweaking the layers, messing with the activation functions, and trying to get the accuracy up.
The training process was a pain in the butt. My old laptop was chugging like crazy. I kept getting these weird errors, and I had to Google every single one of them. Stack Overflow became my best friend for a few hours.
After what felt like an eternity, the model was finally trained. I was pretty stoked to see how it would perform. So, I fed it a random picture of Kamala Harris. Boom! It recognized her almost instantly. I was like, “Yes! It’s alive!”
But, of course, it wasn’t perfect. It struggled with some images, especially the ones where she was wearing a hat or sunglasses. And it sometimes got her confused with other people who looked vaguely similar. I guess even AI has its limits.
I tried a few different things to improve the accuracy. I added more data, adjusted the learning rate, and even tried a different CNN architecture. It helped a little bit, but it still wasn’t as good as I wanted it to be.
In the end, I decided to call it a day. It wasn’t a perfect project, but I learned a lot along the way. Plus, I got a cool little demo that I can show off to my friends. Maybe I’ll try to make it into a real app someday. Who knows?
Anyway, that’s the story of my “kamala harris rn” project. It was a fun little experiment, and I’m glad I gave it a shot. Now, what should I try next?
