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Tensorflow

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by Glenn Prince
In this article, we'll have a look at some of the pretrained models we can use in ImageAI to start detecting people in images.
by Thomas Weller
Demonstrates how to invoke TensorFlow neural networks from a C# application and also how to use a Python-generated chart to display the results.
by Raphael Mun
In this article, we are going to use all that we’ve learned so far with computer vision in TensorFlow.js to try building a version of this app ourselves.
by Raphael Mun
In the next and final article of this series, we'll detect eye blinks and the mouth opens to make an interactive scene.

Latest Articles

by Abdulkader Helwan
In this project, our aim is to run a mobile Image-to-Image translation model on the Android platform.
by Sergey L. Gladkiy
In this article I’ll explain how to perform the alignment based on the face landmarks the detector has found.
by Abdulkader Helwan
In this article, we train a CycleGAN with a U-Net-based generator.
by Abdulkader Helwan
In this article, we implement a CycleGAN from scratch.

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Tensorflow 

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8 Jun 2020
Glenn Prince
In this article, we'll have a look at some of the pretrained models we can use in ImageAI to start detecting people in images.
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11 Oct 2019
Thomas Weller
Demonstrates how to invoke TensorFlow neural networks from a C# application and also how to use a Python-generated chart to display the results.
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13 Jul 2020
Raphael Mun
In this article, we are going to use all that we’ve learned so far with computer vision in TensorFlow.js to try building a version of this app ourselves.
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9 Feb 2021
Raphael Mun
In the next and final article of this series, we'll detect eye blinks and the mouth opens to make an interactive scene.
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27 Jan 2021
Sergio Virahonda
In this article in the series, we label a face mask dataset.
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19 Aug 2020
MehreenTahir
In this article we create a web app that trains the classifier on the go and recognizes grumpy facial expressions.
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11 Jan 2021
Joel Ivory Johnson
In the next entry of the AI Hazard Detection on Android series, we will look at crash detection and notifications.
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2 Feb 2021
Raphael Mun
In this series, we’re going to show you how to create Snapchat-style filters in the browser using Tensorflow.js and face tracking.
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26 Feb 2021
Sergio Virahonda
In this article we talk about anomaly detection on time series data.
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16 Sep 2020
Joel Ivory Johnson
This is the first in a series of articles on using TensorFlow Lite on Android to bring the power of machine learning and deep neural networks to mobile application
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8 Jul 2020
Raphael Mun
In this article, I will show you how quickly and easily set up and use TensorFlow.js to train a neural network to make predictions from data points.
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24 Aug 2020
MehreenTahir
In this article we’ll predict someone’s gender and age in the browser.
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21 Oct 2020
Raphael Mun
In this article, we'll create a chatbot we can have a dialogue with.
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5 Jan 2021
Joel Ivory Johnson
This article series will show readers how to create a real-time AI hazard detector using an Android device.
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12 Jan 2021
Joel Ivory Johnson
In the next part of the AI Hazard Detection on Android series, we’ll have the application process live data.
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3 Feb 2021
Raphael Mun
In this article we'll use the key facial landmarks to infer more information about the face from the images.
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25 Feb 2021
Sergio Virahonda
In this article, we learn how to prepare time series data to be fed to machine learning (ML) and deep learning (DL) models.
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29 Mar 2021
Sergio Virahonda
In this article, I’ll go through what’s required to preprocess videos and prepare them to be fed into our models.
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15 Mar 2021
Abdulkader Helwan
In this series of articles, we’ll showcase an AI-powered deep learning system that can revolutionize the fashion design industry by helping us better understand customers’ needs.
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18 Mar 2021
Abdulkader Helwan
In this article we evaluate VGG19 using real images taken by a phone camera.
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22 Mar 2021
Abdulkader Helwan
In this article we show you how to train the GAN for fashion design generation.
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21 Aug 2020
MehreenTahir
In this article we use another pre-trained model, face-api.js, to detect expressions without doing any training ourselves.
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18 Sep 2020
Joel Ivory Johnson
In this article we will create an Android application and import our TensorFlow Lite model into it.
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19 Oct 2020
Raphael Mun
In this article we are going to look at embedding entire sentences, rather than individual words, so that we can get much more accurate results in detecting emotion from the text.
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5 Feb 2021
Raphael Mun
In this article we are going to use the key facial points to render a 3D model virtually over our webcam feed for some Augmented Reality fun.
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16 Feb 2021
Abdulkader Helwan
In this article, we’ll discuss materials and methods for this project.
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1 Mar 2021
Sergio Virahonda
In the next article, we are going to discuss forecasting on Bitcoin time series.
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17 Mar 2021
Abdulkader Helwan
In this article we show you how to train VGG19 to recognize what people are wearing.
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16 Mar 2021
Abdulkader Helwan
In this article we’ll show you how to use transfer learning to fine-tune the VGG19 model to classify fashion clothing categories.
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18 May 2021
Jarek Szczegielniak
In this article we run inference on sample images with TensorFlow using a containerized Object Detection API environment.
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19 May 2021
Jarek Szczegielniak
In this article we run an inference model for NLP using models persisted on a Docker volume.
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6 Feb 2019
Dave Kreskowiak
It's not "our" article. Articles are supported by the people that write them, not everyone on the site. Ask your question in the forum at the bottom of the article you're talking about. Posting in that forum sends a notification to the author that you posted a question.
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9 Jul 2020
Raphael Mun
In this article, we’ll dive into computer vision running right within a web browser.
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10 Jul 2020
Raphael Mun
In this article we will build a Fluffy Animal Detector, where I will show you a way to leverage a pre-trained Convolutional Neural Network (CNN) model like MobileNet.
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14 Jul 2020
Raphael Mun
In this article, we are going to use BodyPix, a body part detection and segmentation library, to try and remove the training step of the face touch detection.
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20 Aug 2020
MehreenTahir
In this will article extend our model to do custom classification in real time using a webcam.
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9 Sep 2020
Keith Pijanowski
In this article, I provided a brief overview of TensorFlow 1.0 and TensorFlow 2.0 for those looking for a deep learning framework for building and training neural networks.
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23 Sep 2020
Joel Ivory Johnson
In this article we will generate output from a program will provide a TensorFlow freeze graph ready to be used or converted to TensorFlow Lite.
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15 Oct 2020
Raphael Mun
This is the first in a series of article where we'll explain how to create an AI chatbot using transformers.
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16 Oct 2020
Raphael Mun
In this article, we’ll build a trivia chatbot.
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6 Jan 2021
Joel Ivory Johnson
In this article of the AI Hazard Detection on Android series, we will add the TensorFlow Lite model to the project and prepare it for processing.
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7 Jan 2021
Joel Ivory Johnson
In this entry of the AI Hazard Detection on Android series we will interpret the results and provide the relevant information to the user.
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8 Jan 2021
Joel Ivory Johnson
In this next entry in the AI Hazard Detection on Android series, we will look at how we can avoid unnecessarily warning the user, and how we can quickly alert them.
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8 Feb 2021
Raphael Mun
In this article we are going to bring together all of the pieces we’ve built so far in this series for some visual reflection fun.
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17 Feb 2021
Abdulkader Helwan
In this article, we’ll work on restructuring ResNet50 to perform the new classification task.
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18 Feb 2021
Abdulkader Helwan
In this article, we’ll fine-tune our ResNet50 model.
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22 Feb 2021
Abdulkader Helwan
In this article, we’ll show you how to build a network for Covid-19 detection from scratch.
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2 Mar 2021
Sergio Virahonda
In this article we’ll combine forecasting and detection on a live stream of Bitcoin price data.
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30 Mar 2021
Sergio Virahonda
In this article we'll build and train our models with them.
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29 Jan 2021
Sergio Virahonda
In this article we test a face mask detector on a regular computer.
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24 Mar 2021
Sergio Virahonda
In the previous article I gave a general overview of deep fakes generation and the elements involved in the process.
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25 Mar 2021
Sergio Virahonda
In this article I’ll explain the different options we can choose from to create deep fakes.
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26 Mar 2021
Sergio Virahonda
In this article we’ll start to focus on our DIY approach.
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1 Apr 2021
Sergio Virahonda
In this article I’ll show you how to train your deep fake models in the cloud with some help from Docker.
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6 Apr 2021
Sergio Virahonda
In this article, we complete the pipeline for our Deep Fakes DIY solution.
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8 Apr 2021
Sergio Virahonda
In this article we’ll explore DeepFaceLab as an alternative to our last approach.
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19 Mar 2021
Abdulkader Helwan
In this article we show you how to build a Generative Adversarial Network (GAN) for fashion design generation.
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27 Apr 2021
Jarek Szczegielniak
In this article, we’ll create a container to run a CPU inference on the trained model.
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27 Apr 2021
Jarek Szczegielniak
In this article, we’ll adapt our image for Raspberry Pi with an ARM processor.
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29 Apr 2021
Jarek Szczegielniak
In this article we go back to the Intel/AMD CPUs. This time, we will speed up our calculations using a GPU.
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25 Mar 2020
Coding Notes
How to create a linear regression model from scratch using TensorFlow 2.0
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17 Sep 2020
Joel Ivory Johnson
In this article we will take a pre-trained neural network and adapt it for use in TensorFlow Lite.
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21 Sep 2020
Joel Ivory Johnson
In the previous installation of this series, a TensorFlow Lite interpreter had examined an image and produced its output. In this article we learn how to interpret these results and create visualizations for them.
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22 Sep 2020
Joel Ivory Johnson
In this article we will consider the ways in which the network could be further optimized.
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20 Oct 2020
Raphael Mun
In this article we will create a knowledge chatbot.
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22 Oct 2020
Raphael Mun
In this article we’ll build a Shakespearean Monologue Generator in the Browser with TensorFlow.js.
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12 Nov 2020
Ruturaj Raval
In this article go through training a TF model with our curated dataset using Teachable Machine and export the trained model in the FTLite format.
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17 Nov 2020
Ruturaj Raval
In this article we’ll carry out real-time testing of our app.
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19 Feb 2021
Abdulkader Helwan
In this article, we’ll discuss the COVID-19 detection results we’ve achieved with our model and compare these results with those of other models.
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15 Apr 2021
Martin_Rupp
Tools and software required to build a DL-based automatic translation system
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16 Apr 2021
Martin_Rupp
In this article we’ll build our AI language translation system.
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15 Jun 2021
Abdulkader Helwan
In this article, we discuss the CycleGAN architecture.
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17 Jun 2021
Abdulkader Helwan
In this article, we train a CycleGAN with a U-Net-based generator.
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30 Jul 2018
suraty
2 alternatives  
Hello, I want to install tensorflow-gpu on windows. I searched the internet. I found these steps: 1- install Nvidia driver 2- install cuda 3- install cudnn 4- install tensorflow-gpu Is it correct? I have noticed that some newer TensorFlow versions are incompatible with older CUDA and...
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17 Jul 2018
Richard MacCutchan
You need to check the documentation or websites for each product.
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30 Jul 2018
suraty
Thank you very much. I should check this link: https://www.tensorflow.org/install/install_windows for Requirements to run TensorFlow with GPU support.
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29 May 2019
Member 14473748
How do i have to adapt the predict function in @arthurratz example TensorFlow.js: Predicting Time Series Using Recurrent Neural Networks (RNN) With Long Short-Term Memory (LSTM) Cells[^] that i will predict the n+1 window? So far i understand that the algorithm starts predicting, depending on...
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2 Jul 2019
Appie09
Built a tensorflow model to detect objects and then got model to run in an android device. The app in android now detects objects and on button click takes screenshot of the layout and gives the bounding boxes in the image view. Now i need to derive an editable matrix structure from this...
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10 Jul 2019
Member 13318305
yeah, it's self-explanatory. But the million dollar question is that my path is correct yet it is unable to open the hdf5 file. So any suggestion what should I do?
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11 Aug 2019
Androidismyhobby
1 alternative  
I want to create a chatbot that uses a deep language model to answer questions from users. There should be just input from the user and an output from the model. The Tensorflow model is called DocProduct and you can see it here on Github: https://github.com/re-search/DocProduct. How can I...
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11 Aug 2019
Gerry Schmitz
Get a Project Manager ... since "you have no approach". The Project Manager will recruit a Business Analyst to collect your requirements. Then a software architect will design a solution. A programmer analyst will come up with a program specification that you will need to review before a...
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3 Nov 2019
Teffany Mae Reyes
1 alternative  
I am trying to run my tensorflow script so that the result image will be exported and will be use to my site. At first, I'm using flask but I decided to shift to django because the script is too slow read and sometimes it won't run. That's why, I use django. But then, the script still wont run....
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3 Nov 2019
RickZeeland
Maybe this tutorial will help: Tensorflow Project #6: Django and Tensorflow Integration - YouTube[^]
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8 Nov 2019
Khosraw
1 alternative  
I am trying to import tensorflow, matplotlib, numpy, and keras. When I try to do this I get an error saying that the module does not exist. import tensorflow as tf from tensorflow import keras import numpy as np import matplotlib.pyplot as plt data = keras.dataset_fashion_mnist ...
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14 Nov 2019
Khosraw
So I reinstalled Python entirely from the computer but installed a 64-bit Python 3.7.5. Using the Microsoft Installing and Uninstalling Trouble Shooting Tool, I was able to uninstall it from my computer entirely. ...
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16 Nov 2019
Khosraw
1 alternative  
So I created a program to load a dataset from TensorFlow and I got an error that I have no idea what it means. My code is: import tensorflow as tf from tensorflow import keras import numpy as np import matplotlib.pyplot as plt data = keras.dataset_fashion_mnist (train_images,...
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18 Nov 2019
Member 14660195
Install the latest version of python i.e version 3 And still if it is not clear use Anaconda for secured installation of libraries for detailed installation type this anaconda prompt: 1. conda create -n tensorflow_cpu pip python=3.6 2. activate tensorflow_cpu 3. (tensorflow_cpu)...
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9 Dec 2019
Member 14683381
I am using tensorflow object detection model from scratch.How can I do it so that the model trains the network from scratch rather than using a pretrained model. Thanks! gradient_clipping_by_norm: 10.0 fine_tune_checkpoint:...
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2 Feb 2020
vitik corp
I want to create an application for Iris Recognition for android phone, using it's own camera. For that I need to create a CNN model and train it, but I have no idea how to integrate that model with my application. I'm not sure if this way would work since I'm new to this subject, if anyone...
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7 Feb 2020
Member 14737993
I am trying to train a triple loss model using a fit_generator. it requires three input and no output. so i have a function that generates hard triplets. the output from the triplets generator has a shape of (3,5,279) which is 3 inputs(anchor,positive and negative) for 5 batches and a total of...
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23 Mar 2020
Anan Srivastava
Using early stopping my model stops training at around 7 epochs because of overfitting MAX_SEQUENCE_LENGTH = 1000 MAX_NUM_WORDS = 20000 EMBEDDING_DIM = 100 VALIDATION_SPLIT = 0.2 output_nodes = 759 embedding_layer = Embedding(num_words, ...
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26 Mar 2020
Anan Srivastava
1 alternative  
Since my data is too large, I use pd.read_csv('',chunksize=). I am using categorical_crossentropy as my loss function, however, on the last chunk, I have just one target. So I get the error: You are passing a target array of shape (2110, 1)...
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19 May 2020
abc_
2 alternatives  
Hello everyone. i am a beginner in image recognition and i would like to ask where to start in order to create an image xray recoginiton app . i have studied about neural newtworks and how they work,my question is if you can suggest any language...
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19 May 2020
Gerry Schmitz
Image classification  |  TensorFlow Core[^]
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19 May 2020
CPallini
Quote: if you can suggest any language to code Python is mainstream. Quote: lso what is more friendly tensorflow or open cv? Some insight on the differences between OpenCV and TensorFlow here: OpenCV vs TensorFlow : MLQuestions[^].
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8 Jul 2020
Visweswaran N
There are huge range of possibilities on why a model is over-fitting. I would like to address few common issues. Before getting into answer I would like to give a short explanation on what Dropout is from this research paper published by the...
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17 Aug 2020
Member 14916648
I have a generator function it returns data & label value to the async function. I get an error message as not inputting data to the model Also, I can not get value inside in async function. I am new to javascript. then how I can fix it. please...
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24 Aug 2020
Aryan Sethi
1 alternative  
I tried to make a UNet based Autoencoder for the purpose of De-blurring images but I got terrible accuracy scores and loss values. How can I improve the model ? The code for the model is HERE What I have tried: I tried to vary the learning...
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24 Aug 2020
Gerry Schmitz
Can't see how ML can help you much; it's more about algorithms (light intensity; contrast; etc.). Deblurring Images Using the Blind Deconvolution Algorithm- MATLAB & Simulink Example[^]
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26 Jan 2021
Sergio Virahonda
In this article we prepare a face mask images for our AI model training.
10 Dec 2020
Jo Stichbury
In this article we show, a high-level, it is possible to create sophisticated AI-enabled applications that run upon memory-constrained, ultra-low power endpoint devices.
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9 Jun 2021
OriginalGriff
Why does the line above end with a comma? I'm pretty sure it shouldn't ...
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16 Jun 2021
Abdulkader Helwan
In this article, we implement a CycleGAN from scratch.
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20 Jul 2021U
Socks92
I'm currently making a chatbot using tensorflow and keras. What i want is to send the user a message if the pattern cannot be found within the intents.json file. I've tried to implement an if-else statement in the results variable, but its not...
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27 Jul 2021N
Abdulkader Helwan
In this project, our aim is to run a mobile Image-to-Image translation model on the Android platform.
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12 May 2021
LOST_FREEMAN
Hands-on data science competition with TensorFlow on .NET
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15 Jul 2020
Raphael Mun
In this article, we will take photos of different hand gestures via webcam and use transfer learning on a pre-trained MobileNet model to build a computer vision AI that can recognize the various gestures in real time.
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22 Jun 2020
Thomas Daniels
In this article, let’s dive into Keras, a high-level library for neural networks.
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4 Feb 2021
Raphael Mun
In this article which we;ll use the live webcam video of our face and see if the model can react to our facial expressions in real time.
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5 May 2021
Sergio Virahonda
In this article, we’ll implement automatic training.
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14 Nov 2020
MehreenTahir
In this article we load a pre-trained model using TensorFlow.js to predict the breed of the dog inside our web browser.
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20 Jul 2021N
Sergey L. Gladkiy
In this article I’ll explain how to perform the alignment based on the face landmarks the detector has found.
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23 Jun 2020
Thomas Daniels
In this article we take a quick look at NumPy and TensorFlow also do a short overview of the scikit-learn library.
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14 Jun 2021
Abdulkader Helwan
In this article, we discuss the concepts of conditional generative adversarial networks (CGAN).