Top 702 cnn open source projects

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

✭ 2,751

python deep-learning tensorflow audio cnn lstm paper speech-recognition rnn evaluation end-to-end automatic-speech-recognition feature-vector data-preprocessing phonemes timit-dataset layer-normalization rnn-encoder-decoder chinese-speech-recognition

Selecsls Pytorch

Reference ImageNet implementation of SelecSLS CNN architecture proposed in the SIGGRAPH 2020 paper "XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera". The repository also includes code for pruning the model based on implicit sparsity emerging from adaptive gradient descent methods, as detailed in the CVPR 2019 paper "On implicit filter level sparsity in Convolutional Neural Networks".

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python deep-learning pytorch cnn imagenet pruning efficient

Torch Cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM)

✭ 249

python deep-learning pytorch cnn interpretability

Crnn Pytorch

Pytorch implementation of CRNN (CNN + RNN + CTCLoss) for all language OCR.

✭ 248

python cnn ocr rnn

Four flower

使用tensorflow和cnn做的图像识别，对四种花进行了分类。

✭ 244

python python3 tensorflow cnn

Cnnforandroid

The Convolutional Neural Network(CNN) for Android

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android cnn caffe

Dfl Cnn

This is a pytorch re-implementation of Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition

✭ 245

python pytorch cnn cvpr2018 classifier

Lightnet

Efficient, transparent deep learning in hundreds of lines of code.

✭ 243

matlab deep-learning neural-network cnn lstm rnn cudnn

Caption generator

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

✭ 243

python tensorflow keras image cnn lstm rnn image-captioning

Mobilenetv2 Pytorch

Impementation of MobileNetV2 in pytorch

✭ 241

python pytorch cnn image-classification

Gordon cnn

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

✭ 241

json ai cnn deeplearning protobuf mnist cv

Pytorch Sentiment Analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Hierarchical Attention Networks Pytorch

Hierarchical Attention Networks for document classification

✭ 239

python python3 deep-learning pytorch nlp deep-neural-networks cnn deeplearning text-classification nlp-machine-learning

Image Compression Cnn

Semantic JPEG image compression using deep convolutional neural network (CNN)

✭ 237

python cnn jpeg image-compression

Cnn Text Classification Tf Chinese

CNN for Chinese Text Classification in Tensorflow

✭ 237

python deep-learning tensorflow nlp convolutional-neural-networks cnn chinese text-classification

Convolution network on fpga

CNN acceleration on virtex-7 FPGA with verilog HDL

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deep-learning cnn verilog fpga

Text classification ai100

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

✭ 235

python cnn xgboost

Lcnn

LCNN: End-to-End Wireframe Parsing

✭ 234

python deep-learning pytorch deep-neural-networks cnn line

Ai Toolbox

Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas

✭ 230

python keras cnn

Pyconv

Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)

✭ 231

python deep-learning machine-learning pytorch computer-vision neural-network artificial-intelligence deep-neural-networks convolutional-neural-networks cnn imagenet image-recognition

Tengine

Tengine is a lite, high performance, modular inference engine for embedded device

✭ 4,012

c C++assembly CMake python Cuda machine-learning pytorch tensorflow artificial-intelligence cnn cuda arm x86-64 acl onnx mips container riscv tensorrt nvdla npu supperedge

Srgan

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

✭ 2,641

python tensorflow cnn gan super-resolution vgg16 vgg tensorlayer vgg19 srgan

Person Attribute Recognition Marketduke

A simple baseline implemented in PyTorch for pedestrian attribute recognition task, evaluating on Market-1501 and DukeMTMC-reID dataset.

✭ 224

python pytorch computer-vision cnn

Natural Language Processing With Tensorflow

Natural Language Processing with TensorFlow, published by Packt

✭ 222

jupyter-notebook tensorflow cnn lstm rnn seq2seq nlp-machine-learning tensorboard

Deform conv pytorch

PyTorch Implementation of Deformable Convolution

✭ 217

jupyter-notebook pytorch cnn

Smoothly Blend Image Patches

Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.

✭ 218

python cnn semantic-segmentation image-segmentation

Tcdf

Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series

✭ 217

python jupyter-notebook machine-learning pytorch neural-networks cnn timeseries prediction forecasting

Magnetloss Pytorch

PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.

✭ 217

python deep-learning docker pytorch cnn classification embeddings metric-learning anaconda

Grad cam plus plus

A generalized gradient-based CNN visualization technique

✭ 216

python deep-learning tensorflow convolutional-neural-networks cnn

Sign Language Gesture Recognition

Sign Language Gesture Recognition From Video Sequences Using RNN And CNN

✭ 214

python tensorflow cnn lstm rnn

Speech Enhancement

Deep learning for audio denoising

✭ 207

python deep-learning cnn speech unet

Cnn Text Classification Keras

Text Classification by Convolutional Neural Network in Keras

✭ 213

python deep-learning tensorflow nlp keras cnn text-classification sentiment-analysis text-mining theano

Transfer Learning Suite

Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!

✭ 212

python deep-learning machine-learning computer-vision keras artificial-intelligence image convolutional-neural-networks cnn classification image-classification transfer-learning image-recognition

Style transfer

CNN image style transfer 🎨.

✭ 210

python jupyter-notebook deep-learning machine-learning computer-vision keras neural-network convolutional-neural-networks cnn notebook style-transfer

3d Mri Brain Tumor Segmentation Using Autoencoder Regularization

Keras implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. (https://arxiv.org/abs/1810.11654).

✭ 209

jupyter-notebook deep-learning keras cnn

Face Identification Tpe

Face identification with CNN + TPE using Keras

✭ 208

python machine-learning tensorflow keras cnn machine-learning-algorithms

Deeplearningc

Simple program to learn CNN (LeNet-5) in pure C

✭ 206

c cnn

Facelet bank

Facelet-Bank for Fast Portrait Manipulation (pytorch)