Search Results for author: Alif Ashrafee

Found 3 papers, 2 papers with code

AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-Net

1 code implementation25 Jun 2023 Akib Mohammed Khan, Alif Ashrafee, Fahim Shahriar Khan, Md. Bakhtiar Hasan, Md. Hasanul Kabir

Inspired by the Double U-Net, this architecture incorporates attention gates on the skip connections and residual connections in the convolutional blocks.

Image Segmentation Medical Image Segmentation +2

Rethinking Cooking State Recognition with Vision Transformers

1 code implementation16 Dec 2022 Akib Mohammed Khan, Alif Ashrafee, Reeshoon Sayera, Shahriar Ivan, Sabbir Ahmed

To ensure proper knowledge representation of the kitchen environment, it is vital for kitchen robots to recognize the states of the food items that are being cooked.

Inductive Bias object-detection +2

Real-time Bangla License Plate Recognition System for Low Resource Video-based Applications

no code implementations18 Aug 2021 Alif Ashrafee, Akib Mohammed Khan, Mohammad Sabik Irbaz, MD Abdullah Al Nasim

We trained our models on the image dataset and achieved an AP(0. 5) score of 86% and tested our pipeline on the video dataset and observed reasonable detection and recognition performance (82. 7% detection rate, and 60. 8% OCR F1 score) with real-time processing speed (27. 2 frames per second).

License Plate Recognition Optical Character Recognition (OCR)

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