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awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-image-annotation

A curated list of resources for Image Annotation

bingobjectness

BING Objectness proposal estimator Matlab wrapper. More in http://mmcheng.net/bing/

caffe

Caffe on both Linux and Windows

cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

culturaleventrecognition

ICCV'15 Chalearn Challenge - 6th Place

darknet

Convolutional Neural Networks

dataset-annotation

MATLAB script for annotation image files to create datasets for training.

deconvnet

DeconvNet : Learning Deconvolution Network for Semantic Segmentation

deep-cooc

Deep Co-occurrence Feature Learning for Visual Object Recognition (CVPR 2017)

deep-learning-keras-tf-tutorial

Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.

dia

Diverse Image Annotation (CVPR 2017)

dxy-covid-19-data

2019新型冠状病毒疫情时间序列数据仓库 | COVID-19/2019-nCoV Infection Time Series Data Warehouse

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

faster_rcnn

Faster R-CNN

gibbslda.net

Implementation of LDA Topic Modelling with Gibbs Sampling

hajj-hackathon-shaheen-

Eye in the Sky

icnet

ICNet for Real-Time Semantic Segmentation on High-Resolution Images

imagedescriptiongenerator

Generate meaningful textual descriptions for given Input Image.Convolutional Neural Networks ,Recurrent Neural Network (LSTM) ,investigating RNN, Backpropagation, Overfitting, Probability, Text Processing, Keras library, etc.) that takes an image as input and produces a relevant caption as output.

lda-vem

Variational EM implementation for LDA, MedLDA, Non-parametric LDA, Labeled LDA, DSLDA and many others!

lda_cnn_classifier

lda_cnn_text_classifier

prepare the input data for CNN text classification using LDA

machine_learning

A fundamental machine learning models using Google colab: Analyze dataset; Create an Input pipeline; Build the model; Supervised learning; Unsupervised learning.

matconvnet

MatConvNet: CNNs for MATLAB

matconvnet-calvin

Code for several state-of-the-art papers in object detection and semantic segmentation.

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

onnx

Open Neural Network Exchange

pedestrain_detection

Compare the pedestrain detection using Faster RCNN and RPN+BF