1531 Open source projects that are alternatives of or similar to Awesome-Tensorflow2

Generative Adversarial Networks in TensorFlow 2.0

This project demonstrates how to run and save predictions locally using exported tensorflow estimator model

Age + Gender Estimation on Android with TensorFlow Lite

Fine grained visual recognition tensorflow baseline on CUB, Stanford Cars, Dogs, Aircrafts, and Flower102.

deep learning for image processing including classification and object-detection etc.

An image recognition/object detection model that detects handwritten digits and simple math operators. The output of the predicted objects (numbers & math operators) is then evaluated and solved.

Sandbox for training deep learning networks

Tensor Flow implementation for Android

🐳 GAN implemented as Tensorflow 2.X

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

MLBox is a powerful Automated Machine Learning python library.

《深度学习与计算机视觉》配套代码

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

Image Test Time Augmentation with PyTorch!

Keras implementation for Pointnet

Collections of model quantization algorithms

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling （CVPR 2020）

Resurces for MRI images processing and deep learning in 3D

Caffe models (including classification, detection and segmentation) and deploy files for famouse networks

Grid-GCN for Fast and Scalable Point Cloud Learning

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

A clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each other, and investigate reliability of learned MuZero MDP models.

transformer in tensorflow 2.0

Convolutional Recurrent Neural Network(CRNN) for End-to-End Text Recognition - TensorFlow 2

All-in-one Toolbox for Computer Vision Research.

PAPC is a deep learning for point clouds platform based on pure PaddlePaddle

Curated Tensorflow code resources to help you get started with Deep Learning.

This is an simple example of tagging bank transactions with ML.NET

Generalized Data-free Universal Adversarial Perturbations

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

3D point cloud datasets in HDF5 format, containing uniformly sampled 2048 points per shape.

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

Tensorflow implementation : U-net and FCN with global convolution

Collection of computer vision models, ready to be included in a JVM project

Crop/Weed Field Image Dataset

A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)

PyTorch Implementation of Stacked U-Nets (SUNets)

YoloV3 Implemented in Tensorflow 2.0

Tensorflow 2 Faster-RCNN implementation from scratch supporting to the batch processing with MobileNetV2 and VGG16 backbones

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

Binary Image Classification in TensorFlow

PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemented in Tensorflow 2.0+. This is an unofficial implementation.

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

🌈 Spectral Normalization implemented as Tensorflow 2

A package that makes it trivial to create and evaluate machine learning pipeline architectures.

TensorFlow 2.0 Various notes and tutorials

self defined efficientnetV2 according to official version. Including converted ImageNet/21K/21k-ft1k weights.

👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla

LAMA - automatic model creation framework

Balanced Multiclass Image Classification with TensorFlow on Python.

The official code repository for "TensorFlow in Action" by Manning.

This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different input files can be used in that case need to edit the input to the Guided-gradCAM model.

🌎 I created this repository for educational purposes. It will host a number of projects as part of the process .

TensorFlow implementation of a Neural Turing Machine

An open-source semi-automated processing chain for urban OBIA classification.

ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics

Papers and Datasets about Point Cloud.