bipinkc19

squat-counter

Using pose-net to count the number of squats done

skin-cancer-classifier

Using tf records to create a training model for image classification

unsupervised-face-clustering

Sorts images according to people in them and creates separate folder for each individual

language-model-lstm

English and Nepali language model on poems.

LinearClassifierForImage

Uses matrix multiplication of linear regression to predict whether an image is cat or a dog

visualizing_cnn

Trying out different types of saliency maps, class activation maps for visualizing the networks

image-classifier-cat-dog

recommendation-systems

cloth-recommender-from-image

control-mouse-from-webcam

explaining-black-boxes

Explaining complex ML models

homography

Implementation of Image Homography and looking at the possibilities

which-celebrity-are-you

Gets the embedding from face-net and finds which celebrity is most similar to you from you face image.

sentiment-analysis

Learning sentiment analysis using various NLP techniques

spamFilter

Spam filter using Multinomial Naive Bayes classifier by count vectorization and TF-IDF.

city-traffic-problem

Solving the city traffic problem

data-structure-and-algorithms-problems

disentangled-vae

facial_keypoints

Finding facial key-points from images

feature-matching-by-classical-algorithms

Feature matching in images

graph_data

Visualizing and creating ML model for graph data

variational-auto-encoder

Variational auto-encoder in MNIST images

decorators-and-mixin-classes

Presentation examples for Decorators and Mixin Classes in Python

gesture-detection

Simple gesture detection

notebooks

Notebooks using the Hugging Face libraries 🤗

recommenders

Best Practices on Recommendation Systems

recsys

Collaborative recommendation systems in fastai and suprise

resume-parser

SE_Book_CN

Software Engineer(10th edition) 中文版

spacy-features

Using spacy to summarize texts, get their dependencies and using named-entity recognition service