amitkayal

Awesome-Deep-Learning-Resources

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier

CNNDeepNeuralNetwork

CNN-Deep Neural Network

CVND_Exercises

Exercise notebooks for CVND.

data_science

This Repository has my Machine Learning / Data Science Projects and Resources

deeplearning.ai

Some work of Andrew Ng's course on Coursera

DeepLearningUnderstanding

This stores all the deep learning related images

Devanagiri-Recognizer

Hindi Alphabet classifier using convnet

DrowsyDriverDetection

Drowsy driver detection using Keras and convolution neural networks.

EIPAssignmentDetails

EIPAssignmentDetails

faceRecognition

Basic facial recognition with OpenCV and a HaarCascade.

Facial-Recognition-using-Facenet

Implementation of facial recognition using facenets.

fastai

The fast.ai deep learning library, lessons, and tutorials

Foodx

Image-Classification-with-CNN-RF

imgaug

Image augmentation for machine learning experiments.

inkers-assignment-solutions

This repository contains the materials and solutions to inkers External Internship Program

interactive-coding-challenges

Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

keras

Deep Learning for humans

keras-cats-dogs-tutorial

A practical example of image classifier with Keras 2.x and TensorFlow backend, using the Kaggle Cats vs. Dogs dataset. By taking advantage of Keras' image data augmentation capabilities (and also random cropping), we were able to achieve 99% accuracy on the trained model with only 2,000 images in the training set.

Machine-Learning-Links-And-Lessons-Learned

List of all the lessons learned, best practices, and links from my time studying machine learning

mldl

Machine Learning and Deep Learning Resources

MNIST-Tensorflow-Code

It contains Data Augmentaion, Strided convolution, Batch Normalization, Leaky Relu, Global Average pooling, L2 Regularization, learning rate decay, He initialization, Tensorboard, Save, Restore

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

NumPyCNNAndroid

Convolutional Neural Network for Android using Kivy and NumPy

Public_Speaking

A repository of resources about public speaking, specifically in the context of software development and IT conferences.

Representation-Learning-for-NLP

residual-networks

Residual Networks code (ResNet50)

saleor

An e-commerce storefront for Python and Django

TextBoxes_plusplus

TextBoxes++: A Single-Shot Oriented Scene Text Detector

virtual-makeup-dlib

Add virtual makeup to picture of a face.