Important Links

Channels: The coding train

CIFAR10: VGG16

Retrain Mobile_SSD on new data
People_Counter

Step by Step NN forward and Backward Propagation: Click here

Visualize Keras filters: here

MNIST dataset and simple classification models

Keras examples

iGANGAN Implementation using keras

RNN, LSTM: Link1, LInk2, LInk3, Link4, HAR, wordembedding,

Neuro Story teller

Precision and Recall

Generalization, Overfitting and Unverfitting: click here
AlexNet: click here
Simple Classfication Network and MNIST dataset:  click here
Simple CNN: click here
Plot training and testing parameters: click here
IRIS Dataset Classification: click here
Data Augmentation: Link1, Link2

CNN: Link1, Link2, Link3:cs231, Link4, Link5:AV , Link: CIFAR JS,
Optimization: Click here,
Keras : Link1, Link2 ,    ,

Keras Codebook
Transfer Learning: Link1Link1, Link2, Link3, Link4

Pandas: Link1, Link2, Link3, Link4, Link4, Link4, Link4Link

CUDNN DOwnload Link

https://developer.nvidia.com/rdp/cudnn-archive

CUDA 8

https://developer.nvidia.com/cuda-80-ga2-download-archive

Tensorflow

http://www.python36.com/install-tensorflow-using-official-pip-pacakage/

Pre-trained Models: Link1, Link1, Link1, Link1

Keras: Getting started

Keras demos on browser

Mobile deployment

Link 1

Deep Compression Links:

DSD

SqueezeNet1 SqueezeNet2

SqNet Keras Impl  

SqNet3

QntizATION wITH tENSIRfLOW

dISTILLER

NN QNT

Apache MXNET

View at Medium.com

GAN : LInk1, Link2, Link3, Link 4

Tutorials:

Load and save keras model properly

 

Keras to tensorflow

Deploy ML Model: Link1Link1, Link1Link1Link1,

30 ways to make API,  API in java , YouTube Link

IRIS demo,

 

 

New Project ideas

30 amazing DL projects
Voice StyleTransfer
10 ML projects
Auto Keras
Video-to-Video

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