Awesome-Tensorflow2
基于Tensorflow2开发的优秀扩展包及项目
https://github.com/1044197988/Awesome-Tensorflow2
Last synced: 14 days ago
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Model 💛💛💛💛💛<a name="Model" />
Classification 分类
- prabhuomkar/hicr-capsnet
- ntozer/mixmatch-tensorflow2.0
- mgmk2/StyleGAN
- tensorflow/models
- 1044197988/TF.Keras-Commonly-used-models
- qubvel/classification_models
- qubvel/efficientnet
- nsarang/MnasNet
- schatty/prototypical-networks-tf
- timsainb/tensorflow2-generative-models
- DequanZhu/GANs-collections-tf2.0_keras-eager_mode
- Hourout/GAN-keras
- Net-Mist/style-transfer-tf2
- mnicnc404/CartoonGan-tensorflow
- ialhashim/StyleGAN-Tensorflow2
- leafinity/SAGAN-tensorflow2.0
- Lornatang/TensorFlow2-GAN
- ppooiiuuyh/SinGAN-tensorflow2.0
- hollygrimm/tf2-cyclegan
- drewszurko/tensorflow-WGAN-GP
- LynnHo/CycleGAN-Tensorflow-2
- calmisential/MobileNetV3_TensorFlow2
- calmisential/TensorFlow2.0_InceptionV3
- calmisential/TensorFlow2.0_Image_Classification
- calmisential/TensorFlow2.0_ResNet
NLP Model 自然语言处理模型
- codertimo/BERT-tf2
- tensorflow/tensor2tensor
- huggingface/transformers
- ShaneTian/TextCNN
- strutive07/transformer-tensorflow2.0
- kpe/bert-for-tf2
- akanyaani/gpt-2-tensorflow2.0
- thisisiron/nmt-attention-tf
Object detection 目标检测
- calmisential/TensorFlow2.0_FasterRCNN
- Stick-To/Object-Detection-Tensorflow2
- hux999/tf-fcos
- zzh8829/yolov3-tf2
- srihari-humbarwadi/YOLOv1-TensorFlow2.0
- cjpurackal/m2det-tf
- 1044197988/Centernet-Tensorflow2.0
- reliefs/mtcnn-tensorflow2
Point Model 点云模型
Segmentation 分割
- qubvel/segmentation_models
- srihari-humbarwadi/FastFCN_TF2.0
- bonlime/keras-deeplab-v3-plus
- matterport/Mask_RCNN
- srihari-humbarwadi/DeepLabV3_Plus-Tensorflow2.0
Super resolution 超分辨率
Other 💛💛💛💛💛<a name="Other" />
AutoML
GCN图神经网络
NLP
RBF径向基
Spektral是一个基于Keras API和TensorFlow 2的用于图深度学习的Python库。该项目的主要目标是提供一个简单而灵活的框架来创建图神经网络（GNN）。
TensowFlow2.0上的CBAM（卷积块注意模块）实现
TF2项目模板
TF-GAN是用于培训和评估生成对抗网络GAN的轻量级库
优化器
使用tensorflow 2构建的多任务学习包
元学习
大型基于TF2的封装扩展库
官方数据集包
强化学习
强大的扩展
推荐系统和CTR预测模型
- JianzhouZhan/Awesome-RecSystem-Models
- cheungdaven/DeepRec
- Hourout/CTR-keras
- hojinYang/recsys-implementation.tensorflow2
- SSSxCCC/Recommender-System
新型数据处理技术
新型的高性能可解释的深表格式数据学习网络TabNet
用于分布式培训，评估，模型选择和快速原型制作
用于单通道语音分离的双路径RNN
神经结构化学习
脚本
解释性工具
迭代矩阵平方根归一化网络（称为快速MPN-COV），该网络非常有效，适合大规模数据集
Projects 💛💛💛💛💛<a name="Projects" />
NLP
- jason9693/MusicTransformer-tensorflow2.0
- xingchensong/Speech-Transformer-tf2.0
- drukka/command-words-recognition-keras
- bryanlimy/tf2-transformer-chatbot
- gibrano/chatbot
人脸识别
- DequanZhu/FaceNet-and-FaceLoss-collections-tensorflow2.0
- Fei-Wang/insightface
- 610265158/faceboxes-tensorflow
- 610265158/Peppa_Pig_Face_Engine