Useful links

RNN: 

Guide to RNN, LSTM and GRU,

 

Data Augmentation:
How to Configure Image Data Augmentation in Keras
Keras ImageDatGenerator and Data Augmentation
Keras Daty aug:cifar10

Classification

Object Detection
Faster R-CNN object detection with PyTorch
 A-step-by-step-introduction-to-the-basic-object-detection-algorithms-part-1
OD on Aerial images using RetinaNet
OD with Keras Mark-RCNN
OD with Keras Faster-RCNN

Image Segmentation
Segmentation
Mark -R-CNN segmentation with PyTorch
 Instance Segmentation Using Mark-RCNN
Semantic segmentation with UNET

Image Analysis
Deep-learning-and-medical-image-analysis-with-keras

Transfer Learning
Transfer-learning-with-keras-and-deep-learning/
TF-learning

Unsupervised learning:

Autoencoder
Auto Encoders 1, Auto Encoders 2, encoder-decoder (text summarization:Keras),
Auto Encoders in Keras, Autoencoder
LSTM Auto-encoders,
Autoencoders
Image Denoising using AE

Generative Adversarial Network (GAN)

GAN1, GAN2, GAN3, GAN4,
Why GAN hard to train, GAN Applications

Clustering Problems: K-Means
Generative models (old): RBM, Naive Bays, DBN

TensorFlow Lite

Ported to Arduino

How do I change image dimensions of a pre-trained CNN?

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