keras

A playable implementation of Fully Convolutional Networks with Keras.

Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365 CNNs for scene classification

Official Python SDK for Hyperdash

Identifying diabetic retinopathy using convolutional neural networks

Implementation of active contour loss function

A data-driven line extractor for 2D anime, manga and illustration using Keras.

Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

Archived - not answering issues

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

📚 Various cheatsheets in PDF

A DCGAN to generate anime faces using custom mined dataset

Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network

"NASNet" models in Keras 2.0+ with weights

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

Few Shot Learning by Siamese Networks, using Keras.

Batch generation from xarray datasets

it's a small library for running trained Keras 2 models from a native C++ code.

Keras implementation of CycleGAN using a tensorflow backend.

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based...

top 1% solution to toxic comment classification challenge on Kaggle.

A collection of Audio and Speech pre-trained models.

A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets

TensorFlow implementation of focal loss

Distributed Keras Engine, Make Keras faster with only one line of code.

Object detection with ssd_mobilenet and tiny-yolo (Add: YOLOv3, tflite)

Image denoising using deep CNN with batch renormalization(Neural Networks,2020)

Solving OpenAI Gym problems.

Set of models for classifcation of 3D volumes

Data Science algorithms for Qlik implemented as a Python Server Side Extension (SSE).

A two-way deep learning bridge between Keras and Fortran

Deep learning Bangla resources using TensorFlow

AI场景分类竞赛

Lacmus is a cross-platform application that helps to find people who are lost in the forest using computer vision and neural networks.

EEG Sleep stage classification using CNN with Keras

RObust document image BINarization

Autonomous Racing Car using NVIDIA Jetson TX2 using end-to-end driving approach. Paper: https://arxiv.org/abs/1604.07316

Gender detection (from scratch) using deep learning with keras and cvlib.

CNN image classifier implemented in Keras Notebook 🖼️.

Keras implementation of Human Action Recognition for the data set State Farm Distracted Driver Detection (Kaggle)

Detecting Pneumonia in Chest X-ray Images using Convolutional Neural Network and Pretrained Models

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

A cleaner way to build neural networks for PyTorch.

Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder

My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/index.php/AAA...

PyTorch implementation of the CVPR 2019 paper “Pyramid Feature Attention Network for Saliency Detection”

基于Tensorflow的常用模型，包括分类分割、新型激活、卷积模块，可在Tensorflow2.X下运行。

RNN and general weights, gradients, & activations visualization in Keras & TensorFlow

🧠 🦠 An artificial neural network and API to detect Windows malware, based on Ergo and LIEF.