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172 search results found
Pytorch Cifar
⭐
5,131
95.47% on CIFAR10 with PyTorch
Pytorch Opcounter
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4,368
Count the MACs / FLOPs of your PyTorch model.
Torch2trt
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4,267
An easy to use PyTorch to TensorRT converter
Caffe Tensorflow
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2,787
Caffe models in TensorFlow
Image Segmentation Keras
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2,729
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
Flops Counter.pytorch
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2,606
Flops counter for convolutional networks in pytorch framework
Pytorch Playground
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2,366
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
Cnn Benchmarks
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2,247
Benchmarks for popular CNN models
Tensorflow2.0 Examples
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1,692
🙄 Difficult algorithm, Simple code.
Antialiased Cnns
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1,607
pip install antialiased-cnns to improve stability and accuracy
Places365
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1,454
The Places365-CNNs for Scene Classification
Tensornets
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968
High level network definitions with pre-trained weights in TensorFlow
Keras Vggface
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856
VGGFace implementation with Keras Framework
Classification_models
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706
Classification models trained on ImageNet. Keras.
Keras Idiomatic Programmer
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705
Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
Convnet Burden
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659
Memory consumption and FLOP count estimates for convnets
C 3 Framework
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501
An open-source PyTorch code for crowd counting
Anakin
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492
High performance Cross-platform Inference-engine, you could run Anakin on x86-cpu,arm, nv-gpu, amd-gpu,bitmain and cambricon devices.
Pytorch Image Classification
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475
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
Convert_torch_to_pytorch
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463
Convert torch t7 model to pytorch model and source.
Cnn Models
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348
ImageNet pre-trained models with batch normalization for the Caffe framework
Benchmarking Keras Pytorch
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342
🔥 Reproducibly benchmarking Keras and PyTorch models
Glasses
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311
High-quality Neural Networks for Computer Vision 😎
Grad Cam.pytorch
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304
pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...
Cbir
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300
🏞 A content-based image retrieval (CBIR) system
Compute Features
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286
Computes features for images using various pretrained Tensorflow models
Tianchi Medical Lungtumordetect
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286
天池医疗AI大赛[第一季]:肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet
Siamesex.pytorch
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262
A simplified PyTorch implementation of Siamese networks for tracking: SiamFC, SiamRPN, SiamRPN++, SiamVGG, SiamDW, SiamRPN-VGG.
Ai_papers
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254
AI Papers
Repvgg
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253
Resnetcam Keras
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245
Keras implementation of a ResNet-CAM model
Grad Cam Tensorflow
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228
tensorflow implementation of Grad-CAM (CNN visualization)
Ssd Variants
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220
PyTorch implementation of several SSD based object detection algorithms.
Flaxmodels
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201
Pretrained deep learning models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.
Deep Learning With Python
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197
Deep learning codes and projects using Python
Rmnet
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195
RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.
Psa
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187
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation, CVPR 2018
Kaggle Right Whale
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172
2nd place solution to the Kaggle Right Whale challenge
Libtorchtutorials
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168
This is a code repository for pytorch c++ (or libtorch) tutorial.
Torch Scan
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164
Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)
Gate Decorator Pruning
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156
Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"
Train_arch
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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,.....
Ocr_kor
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153
딥러닝을 활용한 한글문장 OCR 연구
Derpn
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146
A novel region proposal network for more general object detection ( including scene text detection ).
Sceneclassify
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143
AI场景分类竞赛
Transfer Learning In Keras Custom Data
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141
Implementing Transfer Learning for custom data using VGG-16 and Resnet-50
Dsfd.pytorch
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139
DSFD implement with pytorch
Deeplab_v2
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135
基于v2版本的deeplab,使用VGG16模型,在VOC2012,Pascal-context,N
Chainer Cifar10
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132
Various CNN models for CIFAR10 with Chainer
Sam
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130
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model. IEEE Transactions on Image Processing (2018)
Pretrained
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129
Pretrained is the most complete and frequently updated list of pretrained top-performing models. Tensorflow, Theano and others. Want to add your model? File an issue, and we will add it.
Pytorch Image Classification
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124
用于pytorch的图像分类,包含多种模型方法,比如AlexNet,VGG,GoogleNet,Re
Pytorch_classifiers
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123
Almost any Image classification problem using pytorch
Synaptic Flow
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122
Obj_det_progress_tracker
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119
Object Detection Progress Tracker
Easy Faster Rcnn.pytorch
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114
An easy implementation of Faster R-CNN (https://arxiv.org/pdf/1506.01497.pdf) in PyTorch.
Mlkp
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110
CVPR18 Paper: Multi-scale Location-aware Kernel Representation for Object Detection
Pytorch Ssd
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104
reproduced the proposed results of SSD300 and SSD512
Imagenet
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97
Pytorch Imagenet Models Example + Transfer Learning (and fine-tuning)
Neural Dream
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87
PyTorch implementation of DeepDream algorithm
Hrankplus
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85
An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map
Scratchai
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81
scratchai is a Deep Learning library that aims to store all Deep Learning algorithms. With easy calls to do all the common tasks in AI.
Image Classification Pytorch
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80
Learning and Building Convolutional Neural Networks using PyTorch
Imagenet
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80
This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)
Learning Texture Invariant Representation
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77
Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation, CVPR 2020
Deeplab_pytorch
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75
Repository for DeepLab family
Pretrained Models
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71
Tensorflow Classification
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70
A unified program to check predictions of different convolutional neural networks for image classification.
Bilinear_cnn_dog_classifi
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68
tensorflow->BCNN + pytorch -> vgg16/resnet/BCNN
Itsd Pytorch
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66
code for CVPR 2020 paper "Interactive Two-Stream Decoder for Accurate and Fast Saliency Detection"
Carnd Transfer Learning Lab
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64
E2e Glstm Sc
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61
Code for paper "Image Caption Generation with Text-Conditional Semantic Attention"
How Far Can We Go With Mnist
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59
A collection of codes for 'how far can we go with MNIST' challenge
Convnets Tensorflow2
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58
⛵️ Implementation a variety of popular Image Classification Models using TensorFlow2. [ResNet, GoogLeNet, VGG, Inception-v3, Inception-v4, MobileNet, MobileNet-v2, ShuffleNet, ShuffleNet-v2, etc...]
Heatmaps
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55
Batchnorm Pruning
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54
Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124
Python_cv_ai_ml
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54
用python做计算机视觉,人工智能,机器学习,深度学习等
Deeplearningfromscratch
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53
Reproduce selected deep learning models from scratch in PyTorch
Spconv.pytorch
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52
[ IJCAI-20 ] Split to Be Slim: An Overlooked Redundancy in Vanilla Convolution
Caffe_toolkit
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48
Caffe toolkit, including installing Caffe, creating various networks.
Kfac Pytorch
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47
Pytorch implementation of KFAC and E-KFAC (Natural Gradient).
Handwritten_digit_recognition
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46
Handwritten digit recognition with MNIST & Keras
Mnist Baselines
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45
Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project
Deeplearning
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45
Repo where I play with some outstanding well-known DNN models
Keras_rmac_plus
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43
Keras implementation of R-MAC+ descriptors
Pytorch Cifar Sgdr
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43
SGDR with pytorch on CIFAR-10 (now superseded by official PyTorch CosineAnnealingLR)
Neuralrejuvenation Cvpr19
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43
Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization at CVPR'19
Ghostnet_cifar10
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42
ghostnet_cifar10
Tensorflow_model_slim_classify
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41
Train/Eval the popular network by TF-Slim,include mobilenet/shufflenet/squeezenet/resnet/inception/v
Pico Cnn
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40
Lightweight C implementation of CNNs for Embedded Systems
Weibocaptcharecognize
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38
CNNs and RNNs recognize Weibo Captcha
Cnn Paper2
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38
🎨 🎨 深度学习 卷积神经网络教程 :图像识别,目标检测,语义分割,实例分割,人脸识别,神经风格转换,GAN等🎨🎨
Resnet50 Pytorch Face Recognition
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37
Using Pytorch to implement a ResNet50 for Cross-Age Face Recognition
Refinedet.pytorch
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35
A PyTorch inplementation of RefineDet
Collaborative Learning For Weakly Supervised Object Detection
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34
Padet
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34
Mnist Competition
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34
mnist competition submission repo for Tensorflow KR group
Pytorch Nn Practice
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33
💩 My pytorch neural network practice repo
Speed Accuracy Trade Offs For Modern Convolutional Object Detectors
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32
The purpose of this project is to reimplement the following paper: https://arxiv.org/pdf/1611.10012.pdf using tensorflow
Semantic Aware Scene Recognition
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29
Pytorch Implementation of Semantic-Aware Scene Recognition Paper
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