Projects in Awesome Lists by adityajn105

https://github.com/adityajn105/face-recognition-siamese-network

A Face Recognition Siamese Network implemented using Keras. Siamese Network is used for one shot learning which do not require extensive training samples for image recognition.

deep-learning face-recognition-python keras one-shot-learning siamese-network

Last synced: 15 Nov 2024

https://github.com/adityajn105/brain-tumor-segmentation-unet

Implementation of U-Net from paper "U-Net: Convolutional Networks for Biomedical Image Segmentation" to segment tumor in given MRI images.

dice-loss image-segmentation keras mri-images tumor-segmentation unet unet-image-segmentation

Last synced: 15 Nov 2024

https://github.com/adityajn105/mlfromscratch

Library for machine learning where all algorithms are implemented from scratch. Used only numpy.

clustering-algorithm decision-trees ensemble-learning evaluation-metrics from-scratch hacktoberfest implementation-of-algorithms linear-models machine-learning machine-learning-algorithms mlfromscratch naive-bayes

Last synced: 15 Nov 2024

https://github.com/adityajn105/facegan-generating-random-faces

Generate Random Faces which do not exists. I trained a Deep Convolution GAN (DCGAN) on 100k celebrities photos.

dcgan face-generation gan generative-adversarial-network unsupervised-deep-learning

Last synced: 15 Nov 2024

https://github.com/adityajn105/image-caption-bot

Implementation of 'merge' architecture for generating image captions from paper "What is the Role of Recurrent Neural Networks (RNNs) in an Image Caption Generator?" using Keras. Dataset used is Flickr8k available on Kaggle.

flickr8k-dataset image-captioning lstm-networks vgg19

Last synced: 15 Nov 2024

https://github.com/adityajn105/al-algos-from-scratch

Some basic AI/ML/DL algorithms implemented from scratch for understanding purposes.

ai-algorithm al-algos algorithms-implemented gradient-descent hacktoberfest machine-learning-algorithms python

Last synced: 15 Nov 2024

https://github.com/adityajn105/flappy-bird-deep-q-learning

Flappy Bird Game trained on a Double Dueling Deep Q Network with Prioritized Experience Replay

cnn deep-learning dueling-dqn image-processing prioritized-experience-replay q-learning reinforcement-learning torch

Last synced: 15 Nov 2024

https://github.com/adityajn105/nemisisaadharauth

This is a project done during April 1-2, 2017 in Smart India Hackathon and won 2nd prize.

aadhar android fingerprint-authentication hackathon java retrofit2

Last synced: 15 Nov 2024

https://github.com/adityajn105/cricket_data_extracter

A set of python scripts to extract cricket data from https://cricbuzz.com for analytics purpose.

cricket cricket-data cricket-data-extracter cricket-stats python python-scripts scrapping scrapping-python

Last synced: 15 Nov 2024

https://github.com/adityajn105/adityajn105.github.io

My website

Last synced: 15 Nov 2024

https://github.com/adityajn105/google_speech_diarization_demo

A demo to show Speech Diarization (seperating audio of different speaker) and converting them to text using Google Cloud Speech API.

google-speech-recognition google-speech-to-text speech-diarization speech-recognition speech-to-text

Last synced: 15 Nov 2024

https://github.com/adityajn105/move37

Move37 is a Reinforcement Learning Course by Siraj Raval's The School of AI. This repository is to maintain all codes done during this course.

markov-decision-processes reinforcement-learning tensorflow

Last synced: 15 Nov 2024

https://github.com/adityajn105/image-captions-using-visual-attention

Implemenetation of 2016 paper "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention" on Flick30k dataset.

attention-mechanism convolutional-neural-networks image-captions keras-tensorflow lstm visual-attention

Last synced: 15 Nov 2024

https://github.com/adityajn105/8-puzzle-using-a-

8-Puzzle game, solvable using A*

8puzzle 8puzzle-game astar-algorithm curses

Last synced: 15 Nov 2024

https://github.com/adityajn105/tgs-salt-identification-image-segmentation-

This is a Kaggle competition on Image Segmentation. We have to identify pixels in seismic images with salt sediment present. Here I will use UNet (Encoder and Decoder) to tackle the challenge.

deep-learning image kaggle-competition keras tgs-salt-identification unet-image-segmentation

Last synced: 15 Nov 2024

https://github.com/adityajn105/nlp-projects

NLP related projects for quick reference and revision.

Last synced: 15 Nov 2024

https://github.com/adityajn105/kagglesolvedproblem

Data Science problem on Kaggle Solved by me. Keep improving Accuracy.

kaggle kaggle-competition numpy pandas python scikit-learn tensorflow

Last synced: 15 Nov 2024

https://github.com/adityajn105/black-friday

It is a Data Science competition by Analytics Vidhya. Learn to do feature engineering etc.

analytics-vidhya-competition regression-models xgboost

Last synced: 15 Nov 2024

https://github.com/adityajn105/cognilearn

A set of some Machine Learning utils frequently used by me while working as Data Scientist in Cognizant

business-analytics cognilearn data-science decile-analysis

Last synced: 15 Nov 2024

https://github.com/adityajn105/fun-with-lstms-rnns

A repository demonstrating different examples of LSTM.

gru keras lstm simplernn tesnorflow text-generation

Last synced: 15 Nov 2024

https://github.com/adityajn105/csci-527-autonomous-car-navigation-carla

Last synced: 15 Nov 2024

https://github.com/adityajn105/apache-spark-tutorials

Apache spark is a big data analysis framework.

bigdata pyspark spark spark-ml spark-rdd spark-tutorials

Last synced: 15 Nov 2024

https://github.com/adityajn105/automatic-kinship-detection

This is a kaggle Challenge. Given a pair of images of 2 faces we have to determine whether they are related or not. Here I have used a Siamese network over VGG-facenet to tackle this problem.

facenet-model kaggle-competition keras kinship siamese-network

Last synced: 15 Nov 2024