01:40:33 You answered your question. If I remember correctly, when image processing started using neural network NN models, the most available images on the internet were digital photos of cats, so, programmers used as many cats images as possible, Simply, the software practiced on thousands and maybe millions of cats images. Then you give a dog or human or any material photo to the software and ask the software is this a cat photo, the software should answer no. Yes, cats photos was used to train AI models. Now, many countries and governments are collecting photos of citizens. So, if we found millions of Ethiopian people face photos and fed the photos to a image processing software that use any of the neural network models, then model should know the Ethiopian facial features and should predict if some face is Ethiopian or not
@ethiocomment1707Күн бұрын
I asked chatgpt if my comment were correct Here is the answer No, cat images were not the first datasets used in neural network image processing. The idea that neural networks were initially trained primarily on cat images is a common misconception, likely popularized by anecdotes about early internet content being dominated by cat photos. Early neural network image processing began with small, structured datasets like the MNIST dataset (handwritten digits) in the 1990s, which was crucial for developing and testing early neural networks. Later, as deep learning advanced, researchers moved to larger, more diverse datasets like ImageNet in 2009. ImageNet contained millions of labeled images across thousands of categories, including cats but not dominated by them. The "cats" story likely stems from a famous experiment by Google in 2012. Researchers trained an unsupervised deep learning model to recognize objects in videos. Without being told what to look for, the model independently identified cats-a reflection of their prevalence in online content, not because they were the basis of early neural networks.
@ethiocomment1707Күн бұрын
16:00 Good answer from both of you, great that you focused on the book content and theme. thank you.
No much disagreement but the guest appears to lack acknowledgement that such barbarism has happened for 6yrs now, and intentions and perspectives in response moved far off.
She is. So special in all angels,Thetr is a lot of knowledge in her .she is a walking liberty. I wish if you get her more Thank you for all your good deeds.