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pradyumnagupta's Projects

bertviz icon bertviz

This repo is an adaptation of Jesse Vig's original repo , for visualising Bert fine tuned on medical dataset.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

iot-nodemcu icon iot-nodemcu

NodeMCU with DHT22 sensor, using Azure, Node Red and HiveMq

pcaptcha icon pcaptcha

A passive under the hood captcha system.

pcb_defect_analysis icon pcb_defect_analysis

A PCB analysis tool that uses a referential approach for localization and identification of PCB defect, by leveraging an EfficientNet-b4 classifier, to detect defects in a PCB board. This project is part of my undergrad thesis project. Further details can be found in the Final_Year_Project_Thesis-Google Docs.pdf.

pranet icon pranet

PraNet: Parallel Reverse Attention Network for Polyp Segmentation, MICCAI 2020 (Oral)

rainnet icon rainnet

RainNet: a convolutional neural network for radar-based precipitation nowcasting

realtrack icon realtrack

An autonomous robot system for dynamic surveillance of real environment and generation of a 2-dimensional depth map.

visualisation-of-bert icon visualisation-of-bert

The Code used in this repo is an adaptation and modification of Jesse Vig's original repo for visualizing BERT

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