Top 702 cnn open source projects

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

✭ 410

python tensorflow convolutional-neural-networks cnn text-classification embeddings

Deepface

Deep Learning Models for Face Detection/Recognition/Alignments, implemented in Tensorflow

✭ 409

python python3 deep-learning tensorflow deep-neural-networks convolutional-neural-networks cnn face-detection face-recognition

Tf Pose Estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

✭ 3,856

python deep-learning tensorflow neural-network image-processing mobile convolutional-neural-networks cnn robotics embedded ros realtime pose-estimation human-pose-estimation mobilenet

Pytorch classification

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

✭ 395

jupyter-notebook pytorch flask cnn deployment image-classification resnet svm random-forest densenet resnext

Neuralnetwork.net

A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN

✭ 392

csharp machine-learning neural-network ai convolutional-neural-networks cnn cuda visual-studio netstandard supervised-learning gpu-acceleration gradient-descent net-framework

Nmtpytorch

Sequence-to-Sequence Framework in PyTorch

✭ 392

jupyter-notebook deep-learning pytorch cnn speech-recognition seq2seq asr neural-machine-translation nmt

Learning Deep Learning

Paper reading notes on Deep Learning and Machine Learning

✭ 388

jupyter-notebook deep-learning machine-learning computer-vision reinforcement-learning cnn paper point-cloud medical-imaging medical

Deeplogo

A brand logo detection system using tensorflow object detection API.

✭ 388

python tensorflow convolutional-neural-networks cnn

Human Activity Recognition Using Cnn

Convolutional Neural Network for Human Activity Recognition in Tensorflow

✭ 382

android jupyter-notebook deep-learning tensorflow convolutional-neural-networks cnn notebook

Flownet2 Tf

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

✭ 378

python tensorflow cnn optical-flow

Espnetv2

A light-weight, power efficient, and general purpose convolutional neural network

✭ 377

python deep-learning machine-learning pytorch convolutional-neural-networks cnn semantic-segmentation lightweight imagenet efficient

Rmdl

RMDL: Random Multimodel Deep Learning for Classification

✭ 375

python deep-learning machine-learning tensorflow keras deep-neural-networks convolutional-neural-networks cnn classification image-classification rnn text-classification data-mining recurrent-neural-networks text-mining information-retrieval dnn ensemble-learning

Pulp Dronet

A deep learning-powered visual navigation engine to enables autonomous navigation of pocket-size quadrotor - running on PULP

✭ 374

c deep-learning artificial-intelligence cnn riscv

Video obj

基于视频的目标检测算法研究

✭ 372

python deep-learning object-detection cnn

Cnn handwritten chinese recognition

CNN在线识别手写中文。

✭ 365

python flask cnn chinese recognition

Awesome Background Subtraction

A curated list of background subtraction related papers and resources

✭ 362

deep-learning cnn

Time Series Prediction

A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter

✭ 351

python tensorflow cnn gan time-series seq2seq signal-processing wavenet

Fast Pytorch

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

✭ 346

python jupyter-notebook deep-learning machine-learning pytorch computer-vision cnn rnn transfer-learning pytorch-tutorial

Benchmarking Keras Pytorch

🔥 Reproducibly benchmarking Keras and PyTorch models

✭ 346

python deep-learning pytorch keras cnn imagenet benchmarking pytorch-tutorial cnn-keras keras-tutorials

Real Time Gesrec

Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101

✭ 339

python machine-learning pytorch deep-neural-networks cnn resnet video-processing

Cnn lstm ctc tensorflow

CNN+LSTM+CTC based OCR implemented using tensorflow.

✭ 343

python tensorflow cnn lstm ocr ctc

Numpy neural network

仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新中... ...

✭ 339

jupyter-notebook cnn numpy dnn vgg

Personality Detection

Implementation of a hierarchical CNN based model to detect Big Five personality traits

✭ 338

python machine-learning convolutional-neural-networks cnn lstm sentiment-analysis theano lstm-neural-networks cnn-keras

Text Classification Cnn Rnn

CNN-RNN中文文本分类，基于TensorFlow

✭ 3,613

python shell tensorflow cnn classification chinese rnn text-classification tensorboard

Basicocr

BasicOCR是一个致力于解决自然场景文字识别算法研究的项目。该项目由长城数字大数据应用技术研究院佟派AI团队发起和维护。

✭ 336

python cnn gan lstm ocr rnn

Espcn

A PyTorch implementation of ESPCN based on CVPR 2016 paper "Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network"

✭ 333

python pytorch cnn

Srmd

Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)

✭ 333

matlab deep-learning cnn super-resolution regression

Ios 10 Sampler

Code examples for new APIs of iOS 10.

✭ 3,341