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auto-cam-movement-detection

Detecting the movement of the camera automatically is not a simple task for obvious reasons. Here, I have made an attempt to detect the movement of the camera either external or inbuilt using the concept of optical flow.

auto-encoders

A collection of tasks that provide an introduction to the working and implementation of auto-encoders.

awesome-data-labeling

A curated list of awesome data labeling tools

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-real-world-rl

Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.

bert4rec

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

bnw-to-color

A program which can colour black and white (grey) images.

cartoon-face-generation

A Deep convolutional GAN was trained to generate animated faces using the anime dataset. This was a part of PyTorch training by Jovian.ml. The purpose of the model was to generate animated faces and the overall purpose of this project is to gain an understanding of Generative Adversarial Networks.

cnn-meetup

This repository contains the presentation/notebook for the Data science Mantissa meetup happened on 29th February.

collab-bots

Collaborative robotic arm project with two universal robots UR5e.

collab_bots

cows-and-bulls

Cows and Bulls is an interesting number guessing game. This repository contains the implementation of the game in C language. Go through the README.md to know more.

crawler-robot

A reinforcement learning agent learns the best way to crawl through an environment. The environment is taken from Barkeley's Deep RL Bootcamp. The algorithm used to achieve this task is SarsaMax. To overcome the exploration and exploitation dilemma, an epsilon-greedy policy is used to select the agent's action.

cvpr-2019-paper-statistics

Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR)

dask

An introduction to parallel data analysis with Dask.

data-structures

This repository contains various data structures such as Linked lists, queues and many more implemented in Python language.

datasets

deep_learning

dicom-files

This repository contains programs to read data from a DICOM file and write the required data to a text file.

digit-recognizer

Digit recognition using CNN and testing on CPU with ONNX runtime.

dmu_dip

hand_gesture

introduction-to-machine-learning

This repo will house all our course material and code snippets from the Introduction to Machine Learning Class

invisibility-cloak

A simple implementation of the famous Harry potter's invisibility cloak using OpenCV. The purpose of this project is just to refresh the basics of OpenCV.

kalman-estimation-of-ultrasonic-sensor

This repository explains the design and implementation of kalman filters for distance estimation of ultrasonic sensor. This implementation follows the paper 'Kalman Filter Algorithm Design for HC-SR04 Ultrasonic Sensor Data Acquisition System'.

keypoints-tracking-using-optical-flow

Track facial landmarks using the concept of Optical flow

mantissa-fastai-study-group

mask-detection

A real-time facial mask detector implemented by training deep learning model with PyTorch Lightning.

motion-detection

Motion detection using OpenCV

nlp-tasks

This repository contains simple NLP tasks like auto-summarization, text classification, etc. implemented in Python using Jupyter Notebooks.