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convolutional-neural-networks x

75 search results found

Resnest ⭐ 3,070

ResNeSt: Split-Attention Networks

Pytorch Networks ⭐ 1,740

Pytorch implementation of cnn network

Maskscoring_rcnn ⭐ 1,702

Codes for paper "Mask Scoring R-CNN".

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Antialiased Cnns ⭐ 1,607

pip install antialiased-cnns to improve stability and accuracy

Places365 ⭐ 1,454

The Places365-CNNs for Scene Classification

Big_transfer ⭐ 1,421

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

Fast Autoaugment ⭐ 1,358

Official Implementation of 'Fast AutoAugment' in PyTorch.

Cnnimageretrieval Pytorch ⭐ 1,174

CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch

Awesome Backbones ⭐ 1,079

Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project

Pytorch_classification ⭐ 1,055

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

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

Tools to Design or Visualize Architecture of Neural Network

Addernet ⭐ 857

Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"

Light_head_rcnn ⭐ 854

Light-Head R-CNN

Robustness ⭐ 728

Corruption and Perturbation Robustness (ICLR 2019)

Pytorchinsight ⭐ 678

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

Detectorch ⭐ 567

Detectorch - detectron for PyTorch

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Pytorch Randaugment ⭐ 557

Unofficial PyTorch Reimplementation of RandAugment.

Network Slimming ⭐ 499

Network Slimming (Pytorch) (ICCV 2017)

Video Classification ⭐ 498

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

Pytorch Image Classification ⭐ 475

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

Real Time Gesrec ⭐ 469

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

Convert_torch_to_pytorch ⭐ 463

Convert torch t7 model to pytorch model and source.

Efficient Learning of Augmentation Policy Schedules

R2cnn_fpn_tensorflow ⭐ 393

R2CNN: Rotational Region CNN Based on FPN (Tensorflow)

Deep Koalarization ⭐ 375

Keras/Tensorflow implementation of our paper Grayscale Image Colorization using deep CNN and Inception-ResNet-v2 (https://arxiv.org/abs/1712.03400)

Benchmarking Keras Pytorch ⭐ 342

🔥 Reproducibly benchmarking Keras and PyTorch models

[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Assembled Cnn ⭐ 311

Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"

Glasses ⭐ 311

High-quality Neural Networks for Computer Vision 😎

Keras Fasterrcnn ⭐ 291

keras implementation of Faster R-CNN

Pytorch Cifar Models ⭐ 245

3.41% and 17.11% error on CIFAR-10 and CIFAR-100

Resnetcam Keras ⭐ 245

Keras implementation of a ResNet-CAM model

Traffic Sign Detection ⭐ 236

Traffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".

ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)

Grad Cam Tensorflow ⭐ 228

tensorflow implementation of Grad-CAM (CNN visualization)

Iseebetter ⭐ 223

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

Ssd Variants ⭐ 220

PyTorch implementation of several SSD based object detection algorithms.

Tensorflow Computer Vision Tutorial ⭐ 205

Tutorials of deep learning for computer vision.

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Bonnetal ⭐ 167

Bonnet and then some! Deep Learning Framework for various Image Recognition Tasks. Photogrammetry and Robotics Lab, University of Bonn

Selecsls Pytorch ⭐ 165

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".

Tensorflow Cnn Finetune ⭐ 165

Finetuning AlexNet, VGGNet and ResNet with TensorFlow

Coco Minitrain ⭐ 162

a subset of coco dataset for faster experimentation

Ai Toolbox ⭐ 160

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

Iresnet ⭐ 157

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

Train_arch ⭐ 154

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+r GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,..... vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152), inception_v4, inception_resnet_v2,.....

Pytorch Gan Collections ⭐ 153

PyTorch implementation of DCGAN, WGAN-GP and SNGAN.

A novel region proposal network for more general object detection ( including scene text detection ).

Pytorch ⭐ 145

Deep Learning Zero to All - Pytorch

3 Min Pytorch ⭐ 135

<펭귄브로의 3분 딥러닝, 파이토치맛> 예제 코드

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

A2s2k Resnet ⭐ 132

A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification

Timeception ⭐ 130

Timeception for Complex Action Recognition, CVPR 2019 (Oral Presentation)

Obj_det_progress_tracker ⭐ 119

Object Detection Progress Tracker

Actionrecognition ⭐ 109

Explore Action Recognition

Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.

Imagenet ⭐ 97

Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)

Shiftresnet Cifar ⭐ 92

ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch

Deep Learning For Beginners ⭐ 89

videos, lectures, blogs for Deep Learning

Simplenet ⭐ 83

This repository contains the architectures, Models, logs, etc pertaining to the SimpleNet Paper (Lets keep it simple: Using simple architectures to outperform deeper architectures )

source code of AugFPN

Image Classification Pytorch ⭐ 80

Learning and Building Convolutional Neural Networks using PyTorch

Permute Quantize Finetune ⭐ 79

Using ideas from product quantization for state-of-the-art neural network compression.

Mit Driverless Cv Traininginfra ⭐ 79

PyTorch pipeline of MIT Driverless Computer Vision paper(2020)

Wing Loss ⭐ 78

A Matlab Implementation for CNN-based Facial Landmark Localisation using Wing Loss

a Ready-to-use PyTorch Extension of Unofficial CutMix Implementations with more improved performance.

Shot Type Classifier ⭐ 76

Detecting cinema shot types using a ResNet-50

Jacinto Ai Devkit ⭐ 74

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

Resnet Generator ⭐ 72

Generate Caffe Prototxt for Deep Residual Learning Network

Single Human Parsing Lip ⭐ 71

PSPNet implemented in PyTorch for single-person human parsing task, evaluating on Look Into Person (LIP) dataset.

Cyclegan Qp ⭐ 67

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

SimpNet Paper Files (Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet)

Dcase2020_task1 ⭐ 62

Code for DCASE 2020 task 1a and task 1b.

Gradient Samples ⭐ 57

Samples for TensorFlow binding for .NET by Lost Tech

Soft Threshold Weight Reparameterization for Learnable Sparsity

Chainer Mask Rcnn ⭐ 55

Chainer Implementation of Mask R-CNN. (Training code to reproduce the original result is available.)

Motion Rcnn ⭐ 55

Motion R-CNN: Mask R-CNN with support for 3D motion estimation (prototype)

Document Image Unwarping Pytorch ⭐ 55

Pytorch implementation and extension of "DocUnet: Document Image Unwarping via A Stacked U-Net"

Image Classification Caltech 256 ⭐ 50

Exploring CNNs and model quantization on Caltech-256 dataset

Resnest Tf2 ⭐ 50

TensorFlow implementation of "ResNeSt: Split-Attention 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

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

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

Simplenet_pytorch ⭐ 44

SimpleNetV1 Implementation in Pytorch

Rt Cnn Vis ⭐ 44

A Platform for Real Time CNN Visualization

Efficientnet Gradcam Visualization ⭐ 44

EfficientNet-GradCam Visualization

De_resnet_unet_hyb ⭐ 41

Depth estimation from RGB images using fully convolutional neural networks.

Pytorch Experiments Template ⭐ 40

A pytorch based classification experiments template

Pico Cnn ⭐ 40

Lightweight C implementation of CNNs for Embedded Systems

Codes For Steering Control ⭐ 39

Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks (AAAI 2019, oral)

Convolutional Vqa ⭐ 38

Train_cnn Rnn ⭐ 38

cnn+rnn: vgg(vgg16,vgg19)+rnn(LSTM, GRU), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+r GRU), inception_v4+rnn(LSTM, GRU), inception_resnet_v2+rnn(LSTM, GRU),.....

Constrained_attention_filter ⭐ 38

(ECCV2020) Tensorflow implementation of A Generic Visualization Approach for Convolutional Neural Networks

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