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.

Fish SVG Fish Silhouette SVG Gills and Fins Underwater

Fish On-fish on Sublimation-fish on Png-fish on Clipart-fish

Fishing My Full Time Job Im Stock Vector (Royalty Free) 1607598754

Watch A Fish in the Bathtub (1999) Full Movie Free Online - Plex

Treatment diagram. All individuals used for the experiment were

1959 Bermuda: Fish Over 200 Species Vintage Print Ad

Fish - Wikipedia

FiSHES Reference Sheet 2023 - FREE TO USE by StripeOfficialArt on

Jesus Fish with Flowing Text - Metal Wall Art Home Decor - Made in

Fathers Day Fish Sign, Fishing Sign, Fathers Day Gift, Gift for