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Numpy Ml ⭐ 14,162

Machine learning, in numpy

Models ⭐ 6,819

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

Paddlex ⭐ 4,510

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

Deepdetect ⭐ 2,492

Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

Imgclsmob ⭐ 2,399

Sandbox for training deep learning networks

Uncertainty Baselines ⭐ 1,324

High-quality implementations of standard and SOTA methods on a variety of tasks.

Tools To Design Or Visualize Architecture Of Neural Network ⭐ 1,017

Tools to Design or Visualize Architecture of Neural Network

Bmw Tensorflow Training Gui ⭐ 954

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

Cifar Zoo ⭐ 575

PyTorch implementation of CNNs for CIFAR benchmark

Libtorchsegmentation ⭐ 380

A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

Ocaml Torch ⭐ 376

OCaml bindings for PyTorch

High-level batteries-included neural network training library for Pytorch

Deep Metric Learning Baselines ⭐ 330

PyTorch Implementation for Deep Metric Learning Pipelines

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

Tianchi Medical Lungtumordetect ⭐ 286

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

Menoh: fast DNN inference library with multiple programming language support

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Efficient Neural Network Bilibili ⭐ 158

B站Efficient-Neural-Network学习分享的配套代码

Iresnet ⭐ 157

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

Video Platform for Action Recognition and Object Detection in Pytorch

Detect Waste ⭐ 134

AI to Combat Environmental Pollution - detecting plastic waste in the environment to combat environmental pollution and promote circular economy (Deep Learning, PyTorch)

Nn_calibration ⭐ 133

Calibration of Convolutional Neural Networks

Chainer Cifar10 ⭐ 132

Various CNN models for CIFAR10 with Chainer

Actionrecognition ⭐ 109

Explore Action Recognition

Ukbiobank_deep_pretrain ⭐ 104

Pretrained neural networks for UK Biobank brain MRI images. SFCN, 3D-ResNet etc.

Pytorch Speech Commands ⭐ 98

Speech commands recognition with PyTorch

Mvcnn Pytorch ⭐ 94

Mmwave Gesture Recognition ⭐ 73

Basic Gesture Recognition Using mmWave Sensor - TI AWR1642

Bmw Intelopenvino Detection Inference Api ⭐ 70

This is a repository for a No-Code object detection inference API using the OpenVINO. It's supported on both Windows and Linux Operating systems.

Jax Resnet ⭐ 67

Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).

Cyclegan Qp ⭐ 67

Official PyTorch implementation of "Artist Style Transfer Via Quadratic Potential"

PyTorch implementation of "SRM : A Style-based Recalibration Module for Convolutional Neural Networks"

OpenCL for Nets - A Deep Learning Framework based on OpenCL, written by C++. Supports popular MLP, RNN(LSTM), CNN(ResNet). Friendly debugger. Transparent data. No library dependencies. 基于OpenCL的深度学习计算框架，C++开发，支持多层感知器，长短时记忆模型，卷积神经网络，残差网

Deep Ranking ⭐ 47

Learning Fine-grained Image Similarity with Deep Ranking is a novel application of neural networks, where the authors use a new multi scale architecture combined with a triplet loss to create a neural network that is able to perform image search. This repository is a simplified implementation of the same

Photo Organizer ⭐ 46

Lviv Data Science Summer School 2016 project

Going Deeper With Convolutional Neural Network For Stock Market Prediction ⭐ 46

Repository for Going Deeper with Convolutional Neural Network for Stock Market Prediction

Rt Cnn Vis ⭐ 44

A Platform for Real Time CNN Visualization

Retinal_blindness_detection_pytorch ⭐ 42

Detecting Diabetic Retinopathy using Deep learning algorithm - Convolution neural network (Resnet-152) using PyTorch + GUI + SMS notification

De_resnet_unet_hyb ⭐ 41

Depth estimation from RGB images using fully convolutional neural networks.

Clean, scalable and easy to use ResNet implementation in Pytorch

Dynamic Routing Capsule Cifar ⭐ 33

CapsNet reference from : https://github.com/XifengGuo/CapsNet-Keras

Pytorch Nn Practice ⭐ 33

💩 My pytorch neural network practice repo

Neuralblack ⭐ 30

A Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Learning using Python and Pytorch Deep Learning Framework

Ijcnn19attacks ⭐ 29

Adversarial Attacks on Deep Neural Networks for Time Series Classification

Awesome_cnn ⭐ 26

A collection of CNN structures, contains PyTorch Implementation and Netscope Visualization.

Wildflower Finder ⭐ 25

Image classification of wildflowers using deep residual learning and convolutional neural nets

Cnn Models ⭐ 25

YOLO-v2, ResNet-32, GoogLeNet-lite

Style Based Recalibration Module ⭐ 25

PyTorch code for our paper : "SRM : A Style-based Recalibration Module for Convolutional Neural Networks" (https://arxiv.org/abs/1903.10829)

Keras Multiclass Image Classification ⭐ 24

Multiclass image classification using Convolutional Neural Network

OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks

Compact Global Descriptor ⭐ 19

Pytorch implementation of "Compact Global Descriptor for Neural Networks" (CGD).

Spiking_resnet ⭐ 18

Official implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks

Cowc_car_counting ⭐ 18

Project to train/evaluate convolutional neural networks to count cars from COWC aerial images

Pruningneuralnetworks ⭐ 18

This repository provides the implementation of the method proposed in our paper "Pruning Deep Neural Networks using Partial Least Squares"

Tankbuster ⭐ 18

An image classifier trained to detect Soviet/Russian military vehicles

Coursera Ng Convolutional Neural Networks ⭐ 17

Pytorch Tutorials ⭐ 17

🤖 | Learning PyTorch through official examples

Hs Resnet ⭐ 17

HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network

Caffe2onnx ⭐ 17

Convert Caffe models to ONNX.

Fully Decoupled Neural Network Learning Using Delayed Gradients (FDG)

Slimconv ⭐ 16

Reducing Channel Redundancy in Convolutional Neural Networks by Features Recombining (TIP 2021))

Music Genre Classification ⭐ 15

Genre Classification using Convolutional Neural Networks

Chainer_image_recognition ⭐ 15

links of my implementation

Pytorch Fpn ⭐ 14

PyTorch implementation of some FPN-based semantic segmentation architectures: vanilla FPN, Panoptic FPN, PANet FPN; with ResNet and EfficientNet backbones.

Lookahead_pytorch ⭐ 13

Pytorch implementation of lookahead optimizer(https://arxiv.org/pdf/1907.08610.pdf) and RAdam(https://arxiv.org/pdf/1908.03265.pdf)

Minerva project includes the minerva package that aids in the fitting and testing of neural network models. Includes pre and post-processing of land cover data. Designed for use with torchgeo datasets.

Reproduce ResNet-v3(Aggregated Residual Transformations for Deep Neural Network)

Temperature Scaling Tensorflow ⭐ 13

On Calibration of Modern Neural Networks - tensorflow implementation

Pytorch Onnx Tvm ⭐ 12

PyTorch -> ONNX -> TVM for autotuning

Depth_estimation_with_densenet Unet_hybrid ⭐ 11

Depth estimation from RGB images using a DenseNet based deep model.

Ai Benchmark ⭐ 10

Build keras models for 9 Tasks in AI-Benchmark: Object Detection: Mobile-v2, Inception-v3, Face Recognition: Inception-Resnet-v1, Super Resolution: SRCNN, VDSR, SRGAN, Resnet-12+GAN, and Semantic Segmantation: ICNet

Facial expressions detection in real time, using deep convolutional neural networks.

Cnn Remotesensing ⭐ 9

Detecting shrubs with convolutional neural network from Google Earth imagery

Nebula: Lightweight Neural Network Benchmarks

Ventilator Pressure Prediction ⭐ 9

🥉171st place in Google brain solution🥉

Self-grouping Convolutional Neural Networks, Neural Networks, 2020

Deep Learning Based Radio Signal Classification ⭐ 8

Final Project for AI Wireless

Gaussianpooling ⭐ 8

Gaussian-Based Pooling for Convolutional Neural Networks

Adversarial Reprogramming Tensorflow ⭐ 8

TensorFlow implementation of Adversarial Reprogramming of Neural Networks https://arxiv.org/abs/1806.11146

Hybridalpha ⭐ 7

HybridAlpha - a mix between AlphaGo Zero and AlphaZero for multiple games

Kaggle Cdiscount ⭐ 7

Solution for Cdiscount’s Image Classification Challenge on Kaggle (37th place, top 6%).

Art Composition Cnn ⭐ 6

Training Art Composition Attributes on ResNet50

Fast.ai Notes ⭐ 6

fast.ai v3 学习笔记

Kitti Roadseg ⭐ 6

A course project for road segmentation using a U-Net Convolutional Neural Network on the KITTI ROAD 2013 dataset

Ternarized_neural_network ⭐ 6

Optimizing Deep Convolutional Neural Network with Ternarized Weights and High Accuracy

Tricks And New Resnet ⭐ 6

Bag of Tricks for Image Classification with Convolutional Neural Networks and a new ResNet

Mivisionx Inference Tutorial ⭐ 6

MIVisionX toolkit is a set of comprehensive computer vision and machine intelligence libraries, utilities, and applications bundled into a single toolkit.

Nnquantization ⭐ 5

Some implementations of the Neural Networks Quantization algorithms.

General purpose AI experiments. Use face detection to identify politics figure, automatic face priority crop, image caption and labelling.

Classification_model ⭐ 5

The mainstream model of image classification is realized in this work. LeNet、VGG、Inception v1、v2、v3、v4、ResNet、SENet、ShuffleNet、MobileNet、Ghos

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