917 Open source projects that are alternatives of or similar to Lightnet

Service Classification based on Service Description

使用PyTorch实现Char RNN生成古诗和周杰伦的歌词

Bangla Machine Translator

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

Delightful npm packages that make you say "wow, didn't know that was possible!"

Predicting depression from acoustic features of speech using a Convolutional Neural Network.

subLSTMs for pytorch from Cortical microcircuits as gated-recurrent neural networks

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

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

Image recognition and classification using Convolutional Neural Networks with TensorFlow

Implementation of Visual Feature Attribution using Wasserstein GANs (VAGANs, https://arxiv.org/abs/1711.08998) in PyTorch

Variational Auto-Encoders in a Sequential Setting.

PyTorch tutorials A to Z

Keras implementation of the renowned publication "DeepFace: Closing the Gap to Human-Level Performance in Face Verification" by Taigman et al. Pre-trained weights on VGGFace2 dataset.

Deformable Convolutional Networks v2 with Pytorch

Anomaly detection implemented in Keras

Context-Dependent Sentiment Analysis in User-Generated Videos

Code examples for new APIs of iOS 10.

Using Keras and cats to visualize layers from CNNs

From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction

A Tensorflow Implementation of R-net: Machine reading comprehension with self matching networks

Self-contained Machine Learning and Natural Language Processing library in Go

Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018

Mobilenet V2(Inverted Residual) Implementation & Trained Weights Using Tensorflow

Optimized (for size and speed) Caffe lib for iOS and Android with out-of-the-box demo APP.

semantic analysis using word2vector, doc2vector,lstm and other method. mainly for text similarity analysis.

Audio steganalysis with tensorflow.

document classification using LSTM + self attention

A small convolution neural network deep learning framework implemented in c++.

Person re-ID baseline with triplet loss

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

Neural Networks in Java 8 with CuDNN and Aparapi

OCR engine for all the languages

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2020)

Implementing a self driving car using a 3D Driving Simulator. CNN will be used for training

YOLO for object detection tasks

Neural machine translator for English2German translation.

嵌入Word2vec词向量的CNN中文文本分类

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

The purpose of this tutorial is to learn how to install and prepare TensorFlow framework to train your own convolutional neural network object detection classifier for multiple objects, starting from scratch

speaker diarization system using an LSTM

Predict bitcoin price with deep learning

A Collection of resources I have found useful on my journey finding my way through the world of Deep Learning.

Implementation of CNNs, RNNs, and many deep learning techniques in plain Numpy.

Traffic Graph Convolutional Recurrent Neural Network

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

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

3D image classification using CNN (Convolutional Neural Network)

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

An Open Source Deep Learning Inference Engine Based on FPGA

Source code for the 2019 IEEE TIFS paper "PalmNet: Gabor-PCA Convolutional Networks for Touchless Palmprint Recognition"

Implementation of my paper "Real-time Document Localization in Natural Images by Recursive Application of a CNN."

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

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

Fast Shadow Detection from a Single Image Using a Patched CNN

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥

Top-1 Acc=61.0% on ImageNet, without any sacrificing compared with SqueezeNet v1.1.

采用CNN将高分辨率灰度图像和低分辨率彩色图像合成为高分辨率彩色图像的图像融合算法

Multi-Perspective Sentence Similarity Modeling with Convolutional Neural Network复现

A simple Spatial Pyramid Pooling layer which could be added in CNN