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Pretrained Models.pytorch ⭐ 8,094

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

Models ⭐ 6,789

A collection of pre-trained, state-of-the-art models in the ONNX format

Segmentation_models ⭐ 4,514

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

Albert_zh ⭐ 3,723

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

Roberta_zh ⭐ 2,141

RoBERTa中文预训练模型: RoBERTa for Chinese

Keras Flask Deploy Webapp ⭐ 1,166

😺 Pretty & simple image classifier app template. Deploy your own trained model or pre-trained model (VGG, ResNet, Densenet) to a web app using Flask in 10 minutes.

Bumblebee ⭐ 1,067

Pre-trained Neural Network models in Axon (+ 🤗 Models integration)

Cv Pretrained Model ⭐ 991

A collection of computer vision pre-trained models.

Meal V2 ⭐ 603

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks

Cnn Models ⭐ 348

ImageNet pre-trained models with batch normalization for the Caffe framework

Burn Detection Classification ⭐ 275

Highly Accurate and Efficient Burn detection and Classification trained with Deep Learning Model

Googlenet Inception ⭐ 232

TensorFlow implementation of GoogLeNet and Inception for image classification.

Tf_featureextraction ⭐ 167

Convenient wrapper for TensorFlow feature extraction from pre-trained models using tf.contrib.slim

Gan Vae Pretrained Pytorch ⭐ 148

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

Pre Training ⭐ 79

Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)

Did Somebody Say Corgi ⭐ 79

Image Synthesis + Corgis = <3

Pytorch Darknet53 ⭐ 75

PyTorch implementation of Darknet53

Libtorchdetection ⭐ 60

C++ trainable detection library based on libtorch (or pytorch c++). Yolov4 tiny provided now.

Torch Models ⭐ 58

Imagerecognizer Android ⭐ 58

[this repo is no longer maintained] Neural Network image classifier (inception-bn network architecture), developed via MxNet

Easy to use neural networks for NVIDIA Jetson (and desktop too!)

Noisy Student Training Asr ⭐ 44

Pytorch implementation of Noisy Student Training for Automatic Speech Recognition and Automatic Pronunciation Error Detection problem

Image Segmentation ⭐ 35

Mask R-CNN, FPN, LinkNet, PSPNet and UNet with multiple backbone architectures support readily available

Text Classification Cn ⭐ 33

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

Scibert_cn ⭐ 29

Pretrained model for Chinese Scientific Text

Modelzoo.pytorch ⭐ 29

Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟

Pytorch Pyramid Feature Attention Network For Saliency Detection ⭐ 27

PyTorch implementation of the CVPR 2019 paper “Pyramid Feature Attention Network for Saliency Detection”

Image Super Resolution Application ⭐ 22

This is an Image Super Resolution model implemented in python using keras. This model comes with a GUI to allow users to make use of the model easily.

Presenting Collection of Pretrained Models. Links to pretrained models in NLP and voice.

Image Classification ⭐ 14

Pre-trained VGG-Net Model for image classification using tensorflow

Onnx Model Zoo ⭐ 13

This GitHub repository contains converted models in ONNX, TensorRT, and PyTorch formats, along with inference scripts and demos. These models can be used for efficient deployment and inference in machine learning applications.

Vgg16_batchnorm ⭐ 13

VGG16 architecture with BatchNorm

Vgg Cifar ⭐ 12

A TensorFlow implementation of VGG networks for image classification

DenseCL + regionCL-D

Pre Trained Keras Example ⭐ 11

Example on how to use pre trained networks on new classification problems.

Audio Pretrained Model ⭐ 11

A collection of Audio and Speech pre-trained models.

Xception_tensorflow ⭐ 10

Xception V1 model in Tensorflow with pretrained weights on ImageNet

Hello World Tensorspace ⭐ 10

Played with Tensorspace a library for Neural network 3D visualization, building interactive and intuitive models in browsers, supports pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

Convnetcs ⭐ 9

convolution neural network library in C# with Pretrained models based on convnetjs

Dataset and code for "Label-Wise Document Pre-Training for Multi-Label Text Classiﬁcation" (NLPCC 2020)

Self Supervise Object Detection ⭐ 8

自监督目标检测。阅读源码改善 yolox 检测小目标的缺陷；提出自监督检测算法，在无标签数据上预训练，检测性能优于有标签的预训练。

Indoor Positioning ⭐ 8

Differentiable Proving ⭐ 7

Code and data for the paper "Pretrained Language Models are Symbolic Mathematics Solvers too!", arXiv:2110.03501

Arabic Relation extraction system, named entity recognition, IE

Pretrain Lightfm ⭐ 6

Pre-train Embedding in LightFM Recommender System Framework

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