GitHub

imagenet_preprocessing_ineffecient_input_pipeline.py

# you may not use this file except in compliance with the License. # You may obtain a copy of the License at # http://www.apache.org/licenses/LICENSE-2.0 ...
GitHub

NVIDIA DALI Image Preprocessing Pipeline

GPU-accelerated image decoding and transformation pipeline using NVIDIA DALI, providing high-throughput preprocessing for deep learning training and inference workloads. A ready-to-use image ...
IEEE

Image Preprocessing for Improving the Quality of Wind Turbine Damage Detection

Abstract: This study focuses on enhancing the quality of automated defect detection in wind turbine components by introducing a specialised image preprocessing stage within a computer vision pipeline ...
IEEE

Dermatological Image Analysis: A Comparative Study Based-On Preprocessing, Segmentation and Hybrid ML and DL Methods

Abstract: Skin is the largest organ of human body which acts as an effective barrier against external threats. Normally, skin diseases arise from bacteria, viruses, fungi, autoimmune issues, UV ...