Top 614 cnn open source projects

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".
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)
Crnn Pytorch
Pytorch implementation of CRNN (CNN + RNN + CTCLoss) for all language OCR.
Four flower
使用tensorflow和cnn做的图像识别,对四种花进行了分类。
Cnnforandroid
The Convolutional Neural Network(CNN) for Android
Dfl Cnn
This is a pytorch re-implementation of Learning a Discriminative Filter Bank Within a CNN for Fine-Grained Recognition
Lightnet
Efficient, transparent deep learning in hundreds of lines of code.
Caption generator
A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.
Mobilenetv2 Pytorch
Impementation of MobileNetV2 in pytorch
Gordon cnn
A small convolution neural network deep learning framework implemented in c++.
Image Compression Cnn
Semantic JPEG image compression using deep convolutional neural network (CNN)
Convolution network on fpga
CNN acceleration on virtex-7 FPGA with verilog HDL
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
Lcnn
LCNN: End-to-End Wireframe Parsing
Ai Toolbox
Algorithm Engineer Toolbox, for the purpose of quickly iterating new ideas
Pyconv
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition (https://arxiv.org/pdf/2006.11538.pdf)
Srgan
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Person Attribute Recognition Marketduke
A simple baseline implemented in PyTorch for pedestrian attribute recognition task, evaluating on Market-1501 and DukeMTMC-reID dataset.
Deform conv pytorch
PyTorch Implementation of Deformable Convolution
Smoothly Blend Image Patches
Using a U-Net for image segmentation, blending predicted patches smoothly is a must to please the human eye.
Tcdf
Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series
Magnetloss Pytorch
PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.
Grad cam plus plus
A generalized gradient-based CNN visualization technique
Sign Language Gesture Recognition
Sign Language Gesture Recognition From Video Sequences Using RNN And CNN
Speech Enhancement
Deep learning for audio denoising
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).
Deeplearningc
Simple program to learn CNN (LeNet-5) in pure C
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Facelet bank
Facelet-Bank for Fast Portrait Manipulation (pytorch)
Tensorflow Computer Vision Tutorial
Tutorials of deep learning for computer vision.
Bonnetal
Bonnet and then some! Deep Learning Framework for various Image Recognition Tasks. Photogrammetry and Robotics Lab, University of Bonn
Iseebetter
iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
Dynamic routing between capsules
Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017
Cyclegan Music Style Transfer
Symbolic Music Genre Transfer with CycleGAN
Pratik Derin Ogrenme Uygulamalari
Çeşitli kütüphaneler kullanılarak Türkçe kod açıklamalarıyla TEMEL SEVİYEDE pratik derin öğrenme uygulamaları.
Deepsleepnet
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
Sppnet Pytorch
A simple Spatial Pyramid Pooling layer which could be added in CNN
Deeptam
DeepTAM: Deep Tracking and Mapping https://lmb.informatik.uni-freiburg.de/people/zhouh/deeptam/
Lq Nets
LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks
Liteflownet2
A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020
Cnn Visualization
TensorFlow implementations of visualization of convolutional neural networks, such as Grad-Class Activation Mapping and guided back propagation
Face Nn
游戏捏脸,基于神经风格迁移框架生成逼真人脸
Did Mdn
Density-aware Single Image De-raining using a Multi-stream Dense Network (CVPR 2018)
Cnn Re Tf
Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow
Beauty Net
A simple, flexible, and extensible template for PyTorch. It's beautiful.
Depression Detect
Predicting depression from acoustic features of speech using a Convolutional Neural Network.
1-60 of 614 cnn projects