Pinned Repositories
60_Days_RL_Challenge
Learn Deep Reinforcement Learning in Depth in 60 days
Advance_Lane_Detection
Udacity SDC Project 4
AIDL_KB
A Knowledge Base for the FB Group Artificial Intelligence and Deep Learning (AIDL)
ailabs
Tutorials for Prof AJ
AML-Classifiers
Research and development projects for detection/early detection of Acute Myeloid Leukemia.
COVID-2020
Analyze COVID data
Image-Processing-and-Feature-Detection
Image Processing and feature detection are the two most important areas of research in Computer Vision. In our one year project we successfully implemented various techniques and coding schemes that deal with Image Processing and Feature Detection of both still images and live video. We started with converting raw images to usable forms like grayscale, plots. We performed various mathematical operations on the image transforms like blurring (Gaussian Transform), sharpening etc. We learned to perform weighted addition of images. On both still images and live video features like face, eyes, smile, upper/lower body and full body have been detected. In this project, we used Haar Classifier to detect human face and eyes. We also employed the use of support vector machines to successfully identify human upper/lower and full body. The work can be extended to pedestrian detection in case of self-driving cars.
Python-Fuzzy
This contains codes for Fuzzy Logic using Python. The repository would be build as I continue with my class on AI
PyTorchZeroToAll
Simple PyTorch Tutorials Zero to ALL!
tensorflow-generative-model-collections
Collection of generative models in Tensorflow
amita-kapoor's Repositories
amita-kapoor/aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
amita-kapoor/AIND-Constraint_Satisfaction
Constraint Satisfaction Problem lab to solve the N-Queens problem
amita-kapoor/AIND-Pacman
Term 1 Lab 7 (Optional) by Luke Schoen for Udacity Artificial Intelligence Nanodegree (AIND)
amita-kapoor/AIND-Simulated_Annealing
Jupyter notebook exercise to check your understanding of simulated annealing
amita-kapoor/AIND-Sudoku
amita-kapoor/awesome-deep-learning-papers
The most cited deep learning papers
amita-kapoor/BuildingIntelligentApplications
amita-kapoor/CommAI-env
A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130
amita-kapoor/CS231n
amita-kapoor/DeepAudioClassification
Finding the genre of a song with Deep Learning
amita-kapoor/DeepBench
Benchmarking Deep Learning operations on different hardware
amita-kapoor/DeepEyeControl
Using your eyes to trigger shortcuts on your computer
amita-kapoor/Genetic-CNN
CNN architecture exploration using Genetic Algorithm
amita-kapoor/machine-learning
Workshop on Machine Learning in Python
amita-kapoor/models
Models built with TensorFlow
amita-kapoor/neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
amita-kapoor/Project-Euler
Solutions to Project Euler Problems in Python
amita-kapoor/Python-and-Algorithms-and-Data-Structures
A comprehensive study of Algorithms & Data Structure in Python, including an "ebook" that I wrote. Several exercises and examples.
amita-kapoor/Python-for-Algorithms--Data-Structures--and-Interviews
Files for Udemy Course on Algorithms and Data Structures
amita-kapoor/qpp
A modern C++11 quantum computing library
amita-kapoor/qutip
QuTiP: Quantum Toolbox in Python
amita-kapoor/qutip-lectures
Lectures on QuTiP: slides and ipython notebooks
amita-kapoor/reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
amita-kapoor/rl-gettingstarted
RL talk on Jan 16, 2017
amita-kapoor/Round1
Environment and tasks for the first round of the General AI Challenge.
amita-kapoor/scigen
An Automatic CS Paper Generator
amita-kapoor/system_design
Preparation links and resources for system design questions
amita-kapoor/tensorflow
Computation using data flow graphs for scalable machine learning
amita-kapoor/tiny-dnn
header only, dependency-free deep learning framework in C++11
amita-kapoor/udacity-build-a-portfolio-site
:mortar_board: Front-End Web Developer Nanodegree project.