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Filter-Wise Mask Pruning and FPGA Acceleration for Object Classification and Detection

Pruning and acceleration has become an essential and promising technique for convolutional neural networks (CNN) in remote sensing image processing, especially for deployment on resource-constrained devices. However, how to maintain model accuracy and achieve satisfactory acceleration simultaneously...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Wenjing He, Shaohui Mei, Jian Hu, Lingling Ma, Shiqi Hao, Zhihan Lv
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2025-10-01
Schriftenreihe:Remote Sensing
Schlagworte:
object classification
object detection
network pruning
hardware acceleration
YOLO
Online-Zugang:https://www.mdpi.com/2072-4292/17/21/3582
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