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Search results for pytorch convolutional neural networks
convolutional-neural-networks
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pytorch
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377 search results found
Mmdetection
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26,886
OpenMMLab Detection Toolbox and Benchmark
Easyocr
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20,438
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
Pytorch Handbook
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18,594
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友
Maskrcnn Benchmark
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9,052
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
Pytorch Unet
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7,861
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Ai Learn
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7,757
人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
Techniques
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7,602
Techniques for deep learning with satellite & aerial imagery
Deeplearning
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7,463
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Pytorch Tutorial
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7,372
Build your neural network easy and fast, 莫烦Python中文教学
Lama
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6,701
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
Machine Learning Collection
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6,173
A resource for learning about Machine learning & Deep Learning
Faster Rcnn.pytorch
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5,938
A faster pytorch implementation of faster r-cnn
Deep Learning V2 Pytorch
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4,973
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanod
Tengine
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4,452
Tengine is a lite, high performance, modular inference engine for embedded device
Tsai
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4,294
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Pytorch Sentiment Analysis
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4,133
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Efficient Ai Backbones
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3,722
Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.
Artificial Intelligence Deep Learning Machine Learning Tutorials
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3,436
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
Tcn
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3,169
Sequence modeling benchmarks and temporal convolutional networks
Bert Chinese Text Classification Pytorch
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3,156
使用Bert,ERNIE,进行中文文本分类
Interviews.ai
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3,146
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
Simple Faster Rcnn Pytorch
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3,107
A simplified implemention of Faster R-CNN that replicate performance from origin paper
Resnest
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3,070
ResNeSt: Split-Attention Networks
Pygcn
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2,952
Graph Convolutional Networks in PyTorch
Super Slomo
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2,873
PyTorch implementation of Super SloMo by Jiang et al.
Darts
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2,775
Differentiable architecture search for convolutional and recurrent networks
Deep_sort_pytorch
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2,579
MOT using deepsort and yolov3 with pytorch
Minkowskiengine
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2,212
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
Micronet
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2,155
micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/in
Turkce Yapay Zeka Kaynaklari
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1,893
Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.
Ncrfpp
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1,862
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
Pytorch Networks
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1,740
Pytorch implementation of cnn network
Torch Cam
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1,695
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)
Deblurgan
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1,657
Image Deblurring using Generative Adversarial Networks
Pytorch Fcn
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1,628
PyTorch Implementation of Fully Convolutional Networks. (Training code to reproduce the original result is available.)
Big_transfer
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1,421
Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.
Ultra Fast Lane Detection
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1,391
Ultra Fast Structure-aware Deep Lane Detection (ECCV 2020)
Fast Autoaugment
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1,358
Official Implementation of 'Fast AutoAugment' in PyTorch.
Spark
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1,355
[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"
Dl Colab Notebooks
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1,314
Try out deep learning models online on Google Colab
Deeplearning_tutorials
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1,216
The deeplearning algorithms implemented by tensorflow
Meshcnn
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1,211
Convolutional Neural Network for 3D meshes in PyTorch
Fastmri
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1,197
A large-scale dataset of both raw MRI measurements and clinical MRI images.
Pytorch Bayesiancnn
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1,181
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Dgcnn
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1,179
Cnnimageretrieval Pytorch
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1,174
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorch
Deep Learning With Pytorch Tutorials
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1,166
深度学习与PyTorch入门实战视频教程 配套源代码和PPT
Dcnv2
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1,131
Deformable Convolutional Networks v2 with Pytorch
Awesome Colab Notebooks
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1,093
Collection of google colaboratory notebooks for fast and easy experiments
Awesome Backbones
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1,079
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
Machine Learning Curriculum
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1,065
💻 Learn to make machines learn so that you don't have to struggle to program them; The ultimate list
Pytorch_classification
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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
Deep Learning Experiments
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1,050
Videos, notes and experiments to understand deep learning
Federated Learning
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1,042
A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
Rethinking Network Pruning
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997
Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
Pytorch Adain
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994
Unofficial pytorch implementation of 'Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization' [Huang+, ICCV2017]
Pytorchtext
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959
1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)
Federated Learning Pytorch
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902
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
Text_select_captcha
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897
实现文字点选、选字、选择、点触验证码识别,基于pytorch训练
Gscnn
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885
Gated-Shape CNN for Semantic Segmentation (ICCV 2019)
Addernet
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857
Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"
Quickdraw
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851
Implementation of Quickdraw - an online game developed by Google
Pixellib
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828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
Conformer
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809
[Unofficial] PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
Cnn Text Classification Pytorch
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807
CNNs for Sentence Classification in PyTorch
Switchable Normalization
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771
Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779
Prototypical Networks For Few Shot Learning Pytorch
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769
Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch
Sincnet
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764
SincNet is a neural architecture for efficiently processing raw audio samples.
Robustness
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728
Corruption and Perturbation Robustness (ICLR 2019)
Cvnd_exercises
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721
Exercise notebooks for CVND.
D2 Net
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720
D2-Net: A Trainable CNN for Joint Description and Detection of Local Features
Flashtorch
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712
Visualization toolkit for neural networks in PyTorch! Demo -->
Pytorchinsight
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678
a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
Lightcnn
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641
A Light CNN for Deep Face Representation with Noisy Labels, TIFS 2018
Codes For Lane Detection
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629
Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)
Entity
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596
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
Pytorch Cnn Finetune
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580
Fine-tune pretrained Convolutional Neural Networks with PyTorch
Textclassificationbenchmark
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577
A Benchmark of Text Classification in PyTorch
Sketch_simplification
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572
Models and code related to sketch simplification of rough sketches.
Detectorch
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567
Detectorch - detectron for PyTorch
Pytorch Inpainting With Partial Conv
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562
Unofficial pytorch implementation of 'Image Inpainting for Irregular Holes Using Partial Convolutions' [Liu+, ECCV2018]
Fchd Fully Convolutional Head Detector
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560
Code for FCHD - A fast and accurate head detector
Pytorch Randaugment
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557
Unofficial PyTorch Reimplementation of RandAugment.
Pytorch Captcha Recognition
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548
基于CNN训练的一套 "端到端" 的验证码识别模型,使用深度学习+训练数据+大量计算力,纯数字识别率高达 99.99%,数字+字母识别率 96%
Liteflownet
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543
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
E2cnn
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534
E(2)-Equivariant CNNs Library for Pytorch
Pkuautoelective
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522
北大选课网补退选阶段自动选课小工具
Stereo Rcnn
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517
Code for 'Stereo R-CNN based 3D Object Detection for Autonomous Driving' (CVPR 2019)
Graphwaveletneuralnetwork
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501
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
Network Slimming
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499
Network Slimming (Pytorch) (ICCV 2017)
Hedwig
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498
PyTorch deep learning models for document classification
Pytorch Image Classification
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475
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
Attn2d
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475
Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction
Real Time Gesrec
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469
Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101
Convert_torch_to_pytorch
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463
Convert torch t7 model to pytorch model and source.
Mtcnn Pytorch
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460
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks
Hardnet
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458
Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
2s Agcn
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451
Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19
Trending Deep Learning
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449
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
Vnet.pytorch
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421
A PyTorch implementation for V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation
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