Multi-class Fish Classification

👩‍💻 Source Code Description Convolutional Neural Network (CNN) was used to classify 12 distinct fish species, and core data augmentation significantly improved model performance. Datasets Local Fish: 269 images Catla = 18, Cyprinus carpio = 50, Grass carp = 11, Mori = 70, Rohu = 73, Silver = 47 Shah, Syed Zakir Hussain ; Rauf, Hafiz Tayyab; lali, IkramUllah; Bukhari, Syed Ahmad Chan; Khalid, Malik Shahzaib; Farooq, Muhammad ; Fatima, Mahroze (2019), “Fish-Pak: Fish Species Dataset from Pakistan for Visual Features Based Classification”, Mendeley Data, V3, doi: 10....

July 2022 - Oct 2022 · 1 min · 162 words

Emotion Recognition from text

👩‍💻 Source Code Description Numerous Machine Learning algorithms were applied to detect the six basic ekman’s emotions from Bangla text. The emotions were anger, surprise, disgust, enjoyment, fear, and sadness.

May 2021 - August 2021 · 1 min · 30 words