Keras Libraries - Page 11

How to use ELMo embeddings in Keras with Tensorflow Hub

Jupyter Notebook 253Updated: 4 y ago License: No License (No License)

attention-based LSTM/Dense implemented by Keras

Python 252Updated: 2 y ago License: No License (No License)

details

Python 252Updated: 4 y ago License: No License (No License)

Music genre classification with LSTM Recurrent Neural Nets in Keras & PyTorch

Python 251Updated: 2 y ago License: Permissive (MIT)

3D image classification using CNN (Convolutional Neural Network)

Python 251Updated: 2 y ago License: No License (No License)

Deep learning framework for wearable activity recognition based on convolutional and LSTM recurretn layers

Jupyter Notebook 251Updated: 2 y ago License: No License (No License)

Nested LSTM Cell

Python 250Updated: 4 y ago License: Permissive (MIT)

A practical implementation of sign language estimation using an LSTM NN built on TF Keras.

Jupyter Notebook 250Updated: 2 y ago License: No License (No License)

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

Python 249Updated: 4 y ago License: Permissive (MIT)

keras implementation of conditional random field

Python 249Updated: 2 y ago License: No License (No License)

Chinese text detection and recognition based on CTPN + DENSENET using Keras and Tensor Flow，使用keras和tensorflow基于CTPN+Densenet实现的中文文本检测和识别

Python 248Updated: 4 y ago License: Permissive (Apache-2.0)

⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity

Python 248Updated: 3 y ago License: Permissive (MIT)

Keras-Semantic-Segmentation

Python 247Updated: 4 y ago License: No License (No License)

3D convolutional neural network for video classification

Python 246Updated: 2 y ago License: No License (No License)

A multi-channel neural network audio classifier using Keras

Python 246Updated: 4 y ago License: Permissive (MIT)

Background Removal based on U-Net

Python 246Updated: 4 y ago License: Permissive (MIT)

Using Keras+TensorFlow to solve NCFM-Leadboard Top 5%

Python 245Updated: 4 y ago License: No License (No License)

Keras# initiated as an effort to port the Keras deep learning library to C#, supporting both TensorFlow and CNTK

C# 245Updated: 4 y ago License: Proprietary (Proprietary)

A Keras CTC implementation of Baidu's DeepSpeech for model experimentation

Python 244Updated: 4 y ago License: Strong Copyleft (AGPL-3.0)

Track and predict the energy consumption and carbon footprint of training deep learning models.

Python 244Updated: 2 y ago License: Permissive (MIT)

keras project that parses and analyze english resumes

Python 244Updated: 2 y ago License: Permissive (MIT)

Deep-Learning Model Exploration and Development for NLP

Python 243Updated: 3 y ago License: Permissive (Apache-2.0)

Binary and Categorical Focal loss implementation in Keras.

Python 243Updated: 3 y ago License: No License (No License)

Adaptive Affinity Fields for Semantic Segmentation

Python 243Updated: 4 y ago License: Proprietary (Proprietary)

NPI(Neural Programmer-Interpreters) implementation with Keras

Python 243Updated: 4 y ago License: Permissive (MIT)

Code and models from the paper "Layer Normalization"

Python 242Updated: 4 y ago License: No License (No License)

Keras DL models to answer 8th grade science multiple choice questions (Kaggle AllenAI competition).

Python 241Updated: 4 y ago License: Permissive (Apache-2.0)

Companion code for the "Self Learning Quant" blog post

Python 241Updated: 4 y ago License: Permissive (MIT)

PyTorch-based CNN implementation for estimating age from face images

Python 240Updated: 2 y ago License: No License (No License)

PoC code from DEF CON 25 presentation

Python 239Updated: 2 y ago License: No License (No License)

AI100文本分类竞赛代码。从传统机器学习到深度学习方法的测试

Python 239Updated: 4 y ago License: No License (No License)

One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow

Python 238Updated: 4 y ago License: Permissive (MIT)

Deep learning project that solves Where's Wally puzzles by finding Wally in an image

Python 238Updated: 3 y ago License: Permissive (MIT)

Python 236Updated: 4 y ago License: Proprietary (Proprietary)

[unmaintained] Make seq2seq for keras work

Python 235Updated: 4 y ago License: No License (No License)

Jupyter Notebook 235Updated: 4 y ago License: No License (No License)

Toolkit to Hack Your Deep Learning Models

Python 234Updated: 4 y ago License: Permissive (Apache-2.0)

CBAM implementation on Keras

Python 232Updated: 4 y ago License: Permissive (MIT)

A Simple and easy to use way to Visualise Embeddings!

HTML 232Updated: 2 y ago License: Permissive (MIT)

:credit_card: Detecting the National Identification Cards with Deep Learning (Faster R-CNN)

Python 231Updated: 2 y ago License: Permissive (MIT)

随着移动云计算和边缘计算的快速发展，以及人工智能的广泛应用，产生了边缘智能(Edge Intelligence)的概念。深度神经网络(例如CNN)已被广泛应用于移动智能应用程序中，但是移动设备有限的存储和计算资源无法满足深度神经网络计算的需求。神经网络压缩与加速技术可以加速神经网络的计算，例如剪枝、量化、卷积核分解等。但是这些技术在实际应用非常复杂，并且可能导致模型精度的下降。在移动云计算或边缘计算中，任务卸载技术可以突破移动终端的资源限制，减轻移动设备的计算负载并提高任务处理效率。通过任务卸载技术优化深度神经网络成为边缘智能研究中的新方向。Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge这篇文章提出了协同推断的思想，将深度神经网络进行分区，一部分层在移动端计算，而另一部分在云端计算。根据硬件平台、无线网络以及服务器负载等因素实现动态分区，降低时延以及能耗。本项目给出了边缘智能方面的相关论文，并且给出了一个Python语言实现的卷积神经网络协同推断实验平台。关键词：边缘智能(Edge Intelligence)，计算卸载(Computing Offloading)，CNN模型分区(CNN Partition)，协同推断(Collaborative Inference)，移动云计算(Mobile Cloud Computing)

Python 230Updated: 2 y ago License: No License (No License)

Gradient based Hyperparameter Tuning library in PyTorch

Python 230Updated: 4 y ago License: Permissive (Apache-2.0)

Code for In silico labeling: Predicting fluorescent labels in unlabeled images

Python 229Updated: 4 y ago License: Permissive (Apache-2.0)

🍃 Using a Neural Network to improve web accessibility in JavaScript.

JavaScript 229Updated: 4 y ago License: No License (No License)

Qualitative data analysis for text, images, audio, video. Cross platform. Python 3.7 or newer and PyQt6.

Python 228Updated: 2 y ago License: Permissive (MIT)

To classify video into various classes using keras library with tensorflow as back-end.

Python 228Updated: 4 y ago License: No License (No License)

Deep Learning for Land-cover Classification in Hyperspectral Images.

Jupyter Notebook 228Updated: 4 y ago License: Strong Copyleft (GPL-3.0)

A generalized gradient-based CNN visualization technique

Python 227Updated: 4 y ago License: No License (No License)

Build a CNN network to predict 3D bounding box of car from 2D image.

Jupyter Notebook 227Updated: 2 y ago License: No License (No License)

A pre-trained YOLO based hand detection network.

Python 226Updated: 2 y ago License: Proprietary (Proprietary)