398 Open source projects that are alternatives of or similar to Dcrnn_pytorch

This project is an aid to the blind. Till date there has been no technological advancement in the way the blind navigate. So I have used deep learning particularly convolutional neural networks so that they can navigate through the streets.

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.

convolutional lstm implementation in pytorch

A Unified Convolutional Neural Network Approach of Gesture Recognition and Fingertip Detection.

Pytorch、Scikit-learn实现多种分类方法，包括逻辑回归（Logistic Regression）、多层感知机（MLP）、支持向量机（SVM）、K近邻（KNN）、CNN、RNN，极简代码适合新手小白入门，附英文实验报告（ACM模板）

Object localization in images using simple CNNs and Keras

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

Scripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.

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

基于CNN的验证码整体识别

PyTorch implementation of LeNet-5 with live visualization

Deep Learning For Computer Vision With Python

[REPO] Music Genre classification on GTZAN dataset using CNNs

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification

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

Deep Learning Based Free Mobile Real-Time Face Landmark Detector. Contact:[email protected]

TensorFlow code for finetuning I3D model on UCF101.

Collection of popular and reproducible image denoising works.

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

An Open Source Deep Learning Inference Engine Based on FPGA

Notes for Deep Learning Specialization Courses led by Andrew Ng.

Attention-guided CNN for image denoising(Neural Networks,2020)

Chinese & English Cws Pos Ner Entity Recognition implement using CNN bi-directional lstm and crf model with char embedding.基于字向量的CNN池化双向BiLSTM与CRF模型的网络，可能一体化的完成中文和英文分词，词性标注，实体识别。主要包括原始文本数据，数据转换,训练脚本,预训练模型,可用于序列标注研究.注意：唯一需要实现的逻辑是将用户数据转化为序列模型。分词准确率约为93%，词性标注准确率约为90%，实体标注（在本样本上）约为85%。

A quick view of high-performance convolution neural networks (CNNs) inference engines on mobile devices.

A minimum unofficial implementation of the "A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement" (CRN) using PyTorch

A End to End CNN Model which predicts the steering wheel angle based on the video/image

Play MK.js with TensorFlow.js

用 Tensorflow.js 猜猜我的女朋友在想什么. A Tensorflow.js application for facial classification.

PyTorch Implementation of Fully Convolutional Networks (a very simple and easy demo).

Object classification with CIFAR-10 using transfer learning

Noise-Tolerant Paradigm for Training Face Recognition CNNs

3D Dense Connected Convolutional Network (3D-DenseNet for action recognition)

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

Collections of model quantization algorithms

Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"

Spatial Pyramid Pooling on top of AlexNet using tensorflow. ***New updates for SPPnet in Pytorch**

Dockerfile and runscripts for FlowNet 2.0 (estimation of optical flow)

YOLO3 动漫人脸检测 (Based on keras and tensorflow) 2019-1-19

基于卷积神经网络的语音识别声学模型的研究

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

Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...

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.

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

pytorch implementation of "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume"

An open source library for face detection in images. The face detection speed can reach 1000FPS.

The deeplearning algorithms implemented by tensorflow

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

The Places365-CNNs for Scene Classification

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Deep Learning--深度学习

Learning Deep Features for Discriminative Localization (2016)

Using Keras and cats to visualize layers from CNNs

CNN image classifier implemented in Keras Notebook 🖼️.

A polyfill for Web Neural Network (WebNN) API

PyTorch implementation of SIFT descriptor