image classification
Artificial Intelligence
Methods to Stop AI Depicting iPhones in Bygone Eras
 Early in 2024, the image-generation capabilities of Google's Gemini multimodal AI model got here under criticism for imposing demographic fairness in inappropriate contexts, comparable to generating WWII German soldiers with unlikely provenance: Source: Gemini...
Artificial Intelligence
Making AI models more trustworthy for high-stakes settings
The paradox in medical imaging can present major challenges for clinicians who...
Artificial Intelligence
Learnings from a Machine Learning Engineer — Part 6: The Human Side
In my , I even have spent lots of time talking concerning the technical points of an Image Classification problem from data collection, model evaluation, performance optimization, and an in depth have a look at model training.
These elements require a...
Artificial Intelligence
Learnings from a Machine Learning Engineer — Part 5: The Training
On this fifth a part of my series, I'll outline the steps for making a Docker container for training your image classification model, evaluating performance, and preparing for deployment.
AI/ML engineers would like to deal...
Artificial Intelligence
Using JPEG Compression to Improve Neural Network Training
A brand new research paper from Canada has proposed a framework that deliberately introduces JPEG compression into the training scheme of a neural network, and manages to acquire higher results – and higher resistance...
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