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A Performance Comparison and Enhancement of Animal Species Detection in Images with Various R-CNN Models

Object detection is one of the vital and challenging tasks of computer vision. It supports a wide range of applications in real life, such as surveillance, shipping, and medical diagnostics. Object detection techniques aim to detect objects of certain target classes in a given image and assign each...

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Furkejuvvon:
Váldodahkkit: Mai Ibraheam, Kin Fun Li, Fayez Gebali, Leonard E. Sielecki
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: MDPI AG 2021-10-01
Ráidu:AI
Fáttát:
deep learning
convolutional neural network (CNN)
region-based CNN (R-CNN) models
Deformable CNN (D-CNN)
animal species detection
Liŋkkat:https://www.mdpi.com/2673-2688/2/4/34
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