Fishes, Free Full-Text

The ability to differentiate between various fish species plays an essential role in aquaculture. It helps to protect their populations and monitor their health situations and their nutrient systems. However, old machine learning methods are unable to detect objects in images with complex backgrounds and especially in low-light conditions. This paper aims to improve the performance of a YOLO v5 model for fish recognition and classification. In the context of transfer learning, our improved model FishDETECT uses the pre-trained FishMask model. Then it is tested in various complex scenes. The experimental results show that FishDETECT is more effective than a simple YOLO v5 model. Using the evaluation metrics Precision, Recall, and mAP50, our new model achieved accuracy rates of 0.962, 0.978, and 0.995, respectively.

THE LISTING IS A DIGITAL FILE., - THIS FILE IS FOR FREE PERSONAL USE, - THIS FILE IS FOR COMMERCIAL USE, What you will get:, - ZIP Folder includes

In a Sea full of Fish be a Shark svg Kids summer boy love sharks print iron on cut file Cricut Silhouette Download vector SVG png dxf subli

Dorada Fish Isolated Royalty-Free Images, Stock Photos & Pictures

Betta Fish Food: Grain-Free, Limited Ingredients – Agcore Foods

Biomolecules, Free Full-Text

10,000+ Best Fish Images · 100% Free Download · Pexels Stock Photos

FISH LOGO LOGO

Fish Unfinished Wood Cutout Shapes - Laser Cut DIY Craft – LaserLingo

Journal of Fish Biology - Wiley Online Library

Download Fish lover (2475886) instantly now! Trusted by millions + EASY to use Font Files + Full Support.

Fish lover

Story Time: Hooray for Fish by Lucy Cousins – petitloulou

Artificial Fish Swarm Algorithm Download Mac - Colaboratory

PDF] Free Download Why Fish Don't Exist: A Story of Loss, Love

PDF) Fishes of the World, Fifth Edition

SVG, EPS, and PNG digital file bundle for Cutting Machines - Silhouette Studio DE, Cricut Design Space, Make the Cut, scal, and others. This is NOT an

Fish svg, fish svg bundle, fish clipart, cutting files for cricut silhouette