Eyetask
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The project is made for the international competition IEEE SS12: Innovation Challenge 2018. Became Finalist in the final event.
Handwritten Numeral Recognition adding Start-End Points with CNN
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This is the thesis project of my final year. The whole article was submitted to IEEE Transaction on Cybernetics (Link will be updated soon).
Flowchart Generation from Hand-drawn Image
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Help to improve this project for two of my juniors for the third year second semester System Development(CSE-3200) course.
Vision It: Blind persons AI cane
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We are presenting a smart walking stick for the visually impaired where there will be sonar sensor to detect obstacles, camera to recognize what/who the object is and describe the scenario and GPS system track location of the visually impaired
Traffic Rules Violation Detection
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Three traffic rules violation detection along with a GUI for convinient usage. Can be easily integrated with raspberry pi or other SBC as video feed and server program is decoupled.
Sequence Extraction from Bangla Handwritten Numerals and Recognition by LSTM
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First the sequence of a character is extracted from the image. Then it is used as feature by LSTM model to classify. Github link will be updated soon.
YOLO evaluation on custom dataset
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This is a yolo and yolo tiny evaluation (calculating precision-recall graph and mAP) on a simple road cctv footage dataset