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Hello World, I'm Rohan.👋

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I am a life-long learner, and I am always very focused on maximising my learning experiences. I am a tech freak who stays updated with recent technological advancement and love to discover new tech in the industry. I love to dig deep down into a program and see how all the pieces fit together in my free time. I am a curious Learner and also academically oriented to maximize my learnings.

Technologies worked on:

  • Python, C/C++, SQL, Matlab, HTML/CSS, Shell, Julia
  • GCP, Kubernetes, Docker
  • Flask, YOLO, CUDA, OpenCV

Cheers,
Rohan Dubey
rohandubey.github.io

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Rohan Dubey's Projects

apollo-lmm icon apollo-lmm

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

face-mask-detector icon face-mask-detector

An AI solution based on YOLOv5 model to detect those who are wearing mask or not.

facial-expression-recognition icon facial-expression-recognition

In this project we are presenting the real time facial expression recognition of seven most basic human expressions: ANGER, DISGUST, FEAR, HAPPY, NEUTRAL SAD, SURPRISE.

feature_detection icon feature_detection

Feature Detection is very important understanding an image and marking out the point/region in an image responsible for bringing out the good features of an image. This project contains different methods/approaches how feature detection can be implemented.

homography-object_detection icon homography-object_detection

Homography is technique involving mapping one image to another based on their corresponding related good features . In this project, we can find out the given image from the video feed provided real-time. This project involves feature detection using SIFT algorithm and images are matched by FLANN and K- Nearest Neighbor Technique

label-data-helper icon label-data-helper

A Program that creates a bounding box that enables you to construct a predictable pipeline of high-quality training data that will teach your ML/DL-powered computer vision system to find and identify objects in image and video data.

object-tracking-opencv icon object-tracking-opencv

A project on Optical Image Tracking covering Optical Flow, Dense Optical Flow, MeanShift Technique, CamShift Technique, Single Object Tracking and Multi Object Tracking.

pulse-rate-monitoring-system icon pulse-rate-monitoring-system

A python program that detects the pulse rate of an individual through the webcam. This is a contact-less method for pulse detection and can work on any camera/environment

xgboost icon xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

yolov5 icon yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

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