Akshit Sehgal's repositories
videos
Code for the manim-generated scenes used in 3blue1brown videos
kmodes
Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data
How-to-build-own-text-summarizer-using-deep-learning
In this notebook, we will build an abstractive based text summarizer using deep learning from the scratch in python using keras
leetcode
Python & JAVA Solutions for Leetcode
SimpleHTR
Handwritten Text Recognition (HTR) system implemented with TensorFlow.
Handwritten-Line-Text-Recognition-using-Deep-Learning-with-Tensorflow
Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.
handwritten-text-recognition
Handwritten Text Recognition (HTR) using TensorFlow 2.x
clustering
clustering of mixed variables with kmeans, meanshift, kprototypes, one-hot encoding, inertia and silhouette scores
face_recognition
The world's simplest facial recognition api for Python and the command line
models
Models and examples built with TensorFlow
labelImg
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
ffhq-dataset
Flickr-Faces-HQ Dataset (FFHQ)
abstractive_summarizer
Abstractive Text Summarization using Transformer
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
tensorflow-deep-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
Deep-Learning-Specialization
My solutions to Quizzes and Programming Assignments of the specialization.