Eyetask Eyetask
The project is made for the international competition IEEE SS12: Innovation Challenge 2018. Became Finalist in the final event.
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IEEE SS12 Repository
Handwritten Numeral Recognition adding Start-End Points with CNN Handwritten Numeral Recognition adding Start-End Points with CNN
This is the thesis project of my final year. The whole article was submitted to IEEE Transaction on Cybernetics (Link will be updated soon).
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Journal
Flowchart Generation from Hand-drawn Image Flowchart Generation from Hand-drawn Image
Help to improve this project for two of my juniors for the third year second semester System Development(CSE-3200) course.
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Demo IAM Dataset Repository
Vision It: Blind persons AI cane Vision It: Blind persons AI cane
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
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Traffic Rules Violation Detection Traffic Rules Violation Detection
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.
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Repository
Sequence Extraction from Bangla Handwritten Numerals and Recognition by LSTM Sequence Extraction from Bangla Handwritten Numerals and Recognition by LSTM
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.
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TenSymp
YOLO evaluation on custom dataset YOLO evaluation on custom dataset
This is a yolo and yolo tiny evaluation (calculating precision-recall graph and mAP) on a simple road cctv footage dataset
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Repository