All Projects → jonbruner → tensorflow-basics

jonbruner / tensorflow-basics

Licence: MPL-2.0 license
A few TensorFlow techniques I'm saving for future reference.

Programming Languages

Jupyter Notebook
11667 projects

Projects that are alternatives of or similar to tensorflow-basics

Androidtensorflowmnistexample
Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)
Stars: ✭ 449 (+3353.85%)
Mutual labels:  tensorflow-tutorials, tensorflow-models
TF-Model-Deploy-Tutorial
A tutorial exploring multiple approaches to deploy a trained TensorFlow (or Keras) model or multiple models for prediction.
Stars: ✭ 51 (+292.31%)
Mutual labels:  tensorflow-tutorials, tensorflow-models
Tensorlayer Tricks
How to use TensorLayer
Stars: ✭ 357 (+2646.15%)
Mutual labels:  tensorflow-tutorials, tensorflow-models
tensorflow-face-object-detector-tutorial
How to train a Tensorflow face object detection model
Stars: ✭ 63 (+384.62%)
Mutual labels:  tensorflow-tutorials, tensorflow-models
Androidtensorflowmachinelearningexample
Android TensorFlow MachineLearning Example (Building TensorFlow for Android)
Stars: ✭ 1,369 (+10430.77%)
Mutual labels:  tensorflow-tutorials, tensorflow-models
Letslearnai.github.io
Lets Learn AI
Stars: ✭ 33 (+153.85%)
Mutual labels:  tensorflow-tutorials, tensorflow-models
Generative Adversarial Networks
Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs
Stars: ✭ 505 (+3784.62%)
Mutual labels:  tensorflow-tutorials, tensorflow-models
Traffic-Light-Classification
A detailed tutorial on how to build a traffic light classifier with TensorFlow for the capstone project of Udacity's Self-Driving Car Engineer Nanodegree Program.
Stars: ✭ 110 (+746.15%)
Mutual labels:  tensorflow-tutorials, tensorflow-models
Free Tensorflow
Tensorflow 免费中文视频教程,开源代码,免费书籍.
Stars: ✭ 83 (+538.46%)
Mutual labels:  tensorflow-tutorials, tensorflow-models
Math object detection
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.
Stars: ✭ 52 (+300%)
Mutual labels:  tensorflow-tutorials, tensorflow-models
TensorFlow-Multiclass-Image-Classification-using-CNN-s
Balanced Multiclass Image Classification with TensorFlow on Python.
Stars: ✭ 57 (+338.46%)
Mutual labels:  tensorflow-tutorials, tensorflow-models
Tensorflow-Wide-Deep-Local-Prediction
This project demonstrates how to run and save predictions locally using exported tensorflow estimator model
Stars: ✭ 28 (+115.38%)
Mutual labels:  tensorflow-tutorials, tensorflow-models
nn-Meter
A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.
Stars: ✭ 211 (+1523.08%)
Mutual labels:  tensorflow-models
entity-network
Tensorflow implementation of "Tracking the World State with Recurrent Entity Networks" [https://arxiv.org/abs/1612.03969] by Henaff, Weston, Szlam, Bordes, and LeCun.
Stars: ✭ 58 (+346.15%)
Mutual labels:  tensorflow-models
herokuobjectdetection
This is the code for Medium tutorial
Stars: ✭ 17 (+30.77%)
Mutual labels:  tensorflow-tutorials
Awesome-Tensorflow2
基于Tensorflow2开发的优秀扩展包及项目
Stars: ✭ 45 (+246.15%)
Mutual labels:  tensorflow-models
Dog-or-Cat-TensorflowSharp-Example
An example for TensorflowSharp - classify an image as a dog or cat.
Stars: ✭ 15 (+15.38%)
Mutual labels:  tensorflow-tutorials
tf2-transformer-chatbot
Transformer Chatbot in TensorFlow 2 with TPU support.
Stars: ✭ 94 (+623.08%)
Mutual labels:  tensorflow-tutorials
TensorFlow20-Notes
TensorFlow 2.0 Various notes and tutorials
Stars: ✭ 14 (+7.69%)
Mutual labels:  tensorflow-tutorials
TF2-GAN
🐳 GAN implemented as Tensorflow 2.X
Stars: ✭ 61 (+369.23%)
Mutual labels:  tensorflow-tutorials

Tensorflow Basics

TensorFlow is great! Here are a few techniques I'm saving for future reference.

save-load illustrates the process for saving a TensorFlow model and weights, then reinstating it in a different application to either continue training or run the model. It took me a while to figure out a few details of this process, so I'm sharing it here in case it's useful to others. Once you've figured it out, saving and loading a model is very straightforward.

Begin with Save, which also includes a quick demo of TensorFlow's feed mechanism, then move on to Load to see how to load a TensorFlow model in a new file.

Best,

Jon Bruner

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].