Repository Index

Deep Learning Resources and Tutorials using Keras and Lasagne

Trading Environment(OpenAI Gym) + DDQN (Keras-RL)

• keras-rl
• deep-reinforcement-learning
• trading
• keras

Neural networks toolbox focused on medical image analysis

• python
• keras
• convolutional-neural-networks
• brain

TranslatedCNN | Keras/PyTorch | CAPTCHA recognition

• captcha
• cnn-keras
• machine-learning
• pytorch-cnn

Usiigaci: stain-free cell tracking in phase contrast microscopy enabled by supervised machine learning

• tensorflow
• python3
• keras
• resnet-101

TranslatedCaptcha recognition implemented with a convolutional neural network

• neural-network
• cnn-keras
• tensorflow

Hand-gesture recognition on iOS app using CoreML

• ios
• ios11
• swift
• coreml

InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy

• probabilistic-programming
• neural-network
• tensorflow
• keras-tensorflow

Using Machine Learning to predict the type of exercise from movement data

• keras
• tensorflow
• coreml
• googlecloudml

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

• hyperopt
• hyperparameter-optimization
• hyperparameter-tuning
• hyperparameters-optimization

tutorials made for biologists to learn deep learning

• biologists
• keras
• deeplearning
• deep-learning

Semi-Supervised Learning with Ladder Networks in Keras. Get 98% test accuracy on MNIST with just 100 labeled examples !

TensorFlow.Delphi (TF.Delphi) provides a Delphi(Pascal) Standard binding for TensorFlow. It aims to implement the complete Tensorflow API in Delphi which allows Pascal developers to develop, train and deploy Machine Learning models with the Pascal Delphi

• deep-learning
• delphi
• machine-learning
• pascal

Address book for computer vision models.

• opencv
• open-source
• deep-neural-networks
• tensorflow

Keras4Delphi is a high-level neural networks API, written in Pascal with Python Binding

• keras
• keras-neural-networks
• pascal
• delphi

Sarus implementation of classical ML models. The models are implemented using the Keras API of tensorflow 2. Vizualization are implemented and can be seen in tensorboard.

• ai
• tensorflow
• tensorflow2
• keras

American Sign Language Detection is a deep learning end to end project where we can detect American Sign Language.

• asl
• keras
• tensroflow
• tflite

MIRNet model is used to enhance a low-light image. Implemented MIR-Net model with TF-Lite.

• tflite
• mirnet
• tensorflow2
• tfhub

Implementation of "Adversarial Frontier Stitching for Remote Neural Network Watermarking" in TensorFlow.

• tensorflow
• tensorflow2
• watermarking
• neural-network

Tensorflow/Keras Plug-N-Play Deep Learning Models Compilation

🗺 General purpose U-Network implemented in Keras for image segmentation

• tensorflow
• cv
• cnn
• dnn

Gluon to Keras deep neural network model converter