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Machine Learning Using Python: A Complete Learning Path With Practical Projects

Machine learning is an essential component of artificial intelligence. Whether it’s powering recommendation engines, fraud detection systems, self-driving cars, generative AI, or any of the countless ...

Most RAG systems don’t understand sophisticated documents — they shred them

Standard RAG pipelines treat documents as flat strings of text. They use "fixed-size chunking" (cutting a document every 500 ...
IEEE

Gender Abusive Bengali Text Classification using Enhanced CNN-LSTM Model with Bangla BERT Base Preprocessing

Abstract: With the rapid proliferation of social media and online communication platforms, the presence of gender-based abusive language has emerged as a significant issue in the digital sphere.
Frontiers

Multimodal imaging and machine learning for diagnosis of Parkinson’s disease with cognitive impairment: ASL and QSM as potential biomarkers

1 Department of Neurology, General Hospital of Ningxia Medical University, Yinchuan, China 2 Department of Ophthalmology, General Hospital of Ningxia Medical University, Yinchuan, China Objectives: ...
GitHub

INT8 Optimization Slower Than FP32 on RTX A4000 in Windows + C++

When I run FP32, inference per image is ~17 ms. When I convert to FP16, model size reduces but per-image inference increases, even using CUDA execution provider. INT8 further reduces model size, but ...
IEEE

Improving generalization of drowsiness classification from facial skin temperature distribution using data preprocessing in CNN

Abstract: The demand for remote biometric technologies to monitor drowsiness levels is expected to increase in the future of autonomous driving. Facial skin is constantly exposed to the outside world ...