bitisony

cv-tricks.com

Repository for all the tutorials and codes shared at cv-tricks.com

Deep-Learning

keras-yolo2

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

awesome-deep-vision

A curated list of deep learning resources for computer vision

colab-mask-rcnn

How to run Object Detection and Segmentation on a Video Fast for Free

complete-guide-to-tensorflow-for-deep-learning-with-python

cs231a-notes

The course notes for Stanford's CS231A course on computer vision

CS7646-Machine-Learning-for-Trading

Assignments as part of CS 7646 at GeorgiaTech under Dr. Tucker Balch in Fall 2017

ctc-ocr-tensorflow

continuously mnist with rnn ctc

Deep-Learning-1

This repository consists of Deep Learning projects implemeneted by Shreenidhi Sudhakar.

deep-learning-coursera-complete

Deep Learning Specialization by Andrew Ng on Coursera - My Completed Coursework Repo - All 5 Courses

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-learning-with-keras-notebooks

Jupyter notebooks for using & learning Keras

deeplearning.ai

deeplearning.ai , By Andrew Ng, All video link

DeepLearningPython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

imutils

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

keras-CF-NADE

keras implementation of Neural Autoregressive Distribution Estimator for Collaborative Filtering

learn_math_fast

This is the Curriculum for "How to Learn Mathematics Fast" By Siraj Raval on Youtube

learning-rates

How optimizer and learning rate choice affects training performance

neural-networks-and-deep-learning

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

Only_Numpy_Basic

This repository contains code for my only numpy basic.

opencv-dnn-demo

Realtime Face detection demo using YOLO v2 and OpenCV DNN module

raccoon_dataset

The dataset is used to train my own raccoon detector and I blogged about it on Medium

reinforce_py

Reinforcement Learning in Python

SVHN-deep-digit-detector

Deep-digit-detector (and recognizer) in natural scene. A digit detection framework was implemented using keras with tensorflow backend.

tensorflow-mnist-predict

Use TensorFlow to predict handwriting

YOLOw-Keras

YOLOv2 Object Detection w/ Keras (in just 20 lines of code)