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air_quality_prediction

A basic DeepLearning Model based on Linear regression from sklearn for predicting air quality based on data.

autoencoders

Autoencoders are a class of Unsupervised Networks that consist of two major networks: Encoders and Decoders.

capstone_project

CAPSTONE is an AI image captioning robo predictor, it uses CNN-Resnet50 and LSTM for training on Flicker8k dataset of images to generate captions for them.

cartoon_generator_dcgans

The unique feature of DCGANs can be used to generate cartoons based on the simpson dataset

centaur-ugv

Centaur ia an unmanned ground vehicle, this repo includes the codes for lane detection and image processing that helped in the Perception of the rover in IGVC-2019.

chemical_segregation

Segregating a dataset on 2 types of chemicasl using Logistic Regression algorithm based on their features

coursera

Quiz & Assignment of Coursera

cpp-course

All C++, recursion and Data Structure programs done in course

cses-solutions

Accepted solutions of CSES problemset

diabetes_prediction

Predicting whether a patient is diabetic or not using given data with 7 features and predicting on a Naive_Bayes Algorithm and a simple Neural-Networks from scratch.

facenet

Face recognition using Tensorflow

fake_news_detection_and_classification

Using NLP and ML techniques to detect and classify the basic problem of fake news over social media, comparing the results of various ML techniques like Random Forest, Naive Bayes and Regression and then moving on to Deep Learning methods like LSTM and BERT Models to compare their results and performances.

git-basic

class for learning git basic

image_denoising_project

Denoising images with a Convolution-Deconvolution(Autoencoders) Stacked Structure

inferno_tech_team

Work done in the Machine-Vision Dept. of the Tech-team Inferno

liveness_detection_model

The Project is attempt to detect live faces on face detection systems, making a "Smart Face Lock". The model uses previously stored images through KNN model for recognition of familiar faces, once this is done a trained model of dataset on Live images and Fake images is used for classifying whether its live or not.

loan_sanction_prediction_system

A ML based Loan amount sanction prediction model to predict the amount that can be sanctioned to the person based on various features.

machine_learning_2019

Machine learning course taken in 2019

neural-style-transfer

Neural style transfer is an optimization technique used to take two images—a content image and a style reference image (such as an artwork by a famous painter)—and blend them together so the output image looks like the content image, but “painted” in the style of the style reference image.

project-face_detection_and_recognition

A Deep Learning Project for face detection and recognition using KMeans Algo. The project uses harrcascades to recognise the facial features and then store them under clusters of different persons.

review_analysis_using_nlp

Project done during the ROUT Innovation Research Internship for Analysing Youtube Reviews for a particular poduct using NLP and Neural Networks

svm_image_classifier

Classifying an image dataset using SVM and understanding One vs One prediction.

thetravelback_intern

Work done in recommendation models and web data scraping in my intern at TravelBack, building Restaurant recommendation models.

traffic_surveilance_system_xero

ugv

Tech Team DTU

ugv-centaur-navstack

vehicle_detection_project

Project made for detecting the type of vehicle from agiven video and then determining its direction, using YOLO-v3 for object detection