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Using Pretrained Models to Detect People With OpenCV and ImageAI
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.
Basic Deep Learning using Python+Keras
by Jesús Utrera
First article of a series of articles introducing deep learning coding in Python and Keras framework
AI Anomaly Detection on Bitcoin Time Series Data
by Sergio Virahonda
In this article we talk about anomaly detection on time series data.
Age Estimation With Deep Learning: Getting Started
by Sergey L. Gladkiy
In this article, we'll begin the process of how to use a deep neural network to estimate a person's age from an image.

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Using Docker for Facial Identification
by Sergey L. Gladkiy
In this article we create a Docker container for this system.
Introduction to Face Identification
by Sergey L. Gladkiy
In this article, we focus on developing and testing a face identification algorithm along with the face detection module.
Converting a Style Transfer Model from TensorFlow to TensorFlow Lite
by Abdulkader Helwan
In this project, our aim is to run a mobile Image-to-Image translation model on the Android platform.
Hybrid Edge AI Face Alignment
by 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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Keras 

Using Pretrained Models to Detect People With OpenCV and ImageAI
8 Jun 2020 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.
Python
artificial-intelligence
machine-learning
tensorflow
Keras
OpenCV
Basic Deep Learning using Python+Keras
31 May 2018 by Jesús Utrera
First article of a series of articles introducing deep learning coding in Python and Keras framework
Python
Keras
deep-learning
AI Anomaly Detection on Bitcoin Time Series Data
26 Feb 2021 by Sergio Virahonda
In this article we talk about anomaly detection on time series data.
Python
artificial-intelligence
tensorflow
Keras
neural-network
Age Estimation With Deep Learning: Getting Started
17 Jul 2020 by Sergey L. Gladkiy
In this article, we'll begin the process of how to use a deep neural network to estimate a person's age from an image.
Python
artificial-intelligence
deep-learning
Keras
OpenCV
Portable Neural Networks with ONNX
3 Sep 2020 by Keith Pijanowski
This article is the first in a series of seven articles in which we will explore the value of ONNX with respect to three popular frameworks and three popular programming languages.
Python
artificial-intelligence
Keras
machine-learning
Why Use AI on Time-Series Data?
24 Feb 2021 by Sergio Virahonda
This series of articles will guide you through the steps necessary to develop a fully functional time series forecaster and anomaly detector application with AI.
Python
artificial-intelligence
Keras
Deep Learning using Python + Keras (Chapter 3): ResNet
18 Jun 2018 by Jesús Utrera
Third article of a series of articles introducing deep learning coding in Python and Keras framework
Python
deep-learning
Keras
machine-learning
Custom AI Face Recognition With Keras and CNN
5 Aug 2020 by Arnaldo P. Castaño
In this article we’ll put together our CNN and train it for face recognition.
Python
artificial-intelligence
Keras
CNN
machine-learning
Using Portable ONNX AI Models in C#
10 Sep 2020 by Keith Pijanowski
In this article, I provided a brief overview of the ONNX Runtime and the ONNX format.
Python
C#
artificial-intelligence
Keras
AI Queue Length Detection: Object Detection in Images Using YOLO
29 Oct 2020 by MehreenTahir
In this article we will compare training our models from scratch with more advanced and pre-trained approaches like YOLO.
Python
artificial-intelligence
Keras
OpenCV
Preprocessing Time Series Data for AI Forecasting and Anomaly Detection
25 Feb 2021 by 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.
Python
artificial-intelligence
tensorflow
Keras
neural-network
Running AI Fashion Classification on Real Data
18 Mar 2021 by Abdulkader Helwan
In this article we evaluate VGG19 using real images taken by a phone camera.
Python
artificial-intelligence
tensorflow
Keras
neural-network
Preprocessing a Dataset for Deep Fakes
29 Mar 2021 by Sergio Virahonda
In this article, I’ll go through what’s required to preprocess videos and prepare them to be fed into our models.
Python
Keras
tensorflow
Age Estimation With Deep Learning: Building CNN
22 Jul 2020 by Sergey L. Gladkiy
In this article we’ll build the network we’ve designed using the Keras framework.
Python
artificial-intelligence
deep-learning
Keras
CNN
neural-network
Deep Learning in C#: Coin Recognition in Keras.NET, Part I
6 Nov 2020 by Arnaldo P. Castaño
In this article, we will examine a convolutional neural network for the problem of coin recognition, and we will implement one in Keras.NET.
C#
artificial-intelligence
deep-learning
Keras
neural-network
Deep Learning in C#: Coin Recognition in Keras.NET, Part II
6 Nov 2020 by Arnaldo P. Castaño
In this article we will examine the CNN we implemented for coin recognition using Keras.NET.
Python
C#
artificial-intelligence
deep-learning
Keras
neural-network
Preparing a Deep Learning Environment for COVID-19 Diagnosis
16 Feb 2021 by Abdulkader Helwan
In this article, we’ll discuss materials and methods for this project.
Python
artificial-intelligence
Keras
Jupyter
tensorflow
Preparing Data for AI Fashion Classification
16 Mar 2021 by 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.
Python
artificial-intelligence
tensorflow
Keras
neural-network
Fine-tuning VGG16 to Classify Clothing
17 Mar 2021 by Abdulkader Helwan
In this article we show you how to train VGG19 to recognize what people are wearing.
Python
artificial-intelligence
tensorflow
Keras
neural-network
Training and Running a GAN for Fashion Design Generation
22 Mar 2021 by Abdulkader Helwan
In this article we show you how to train the GAN for fashion design generation.
Python
artificial-intelligence
tensorflow
Keras
neural-network
Using Docker for Facial Identification
29 Jul 2021 by Sergey L. Gladkiy
In this article we create a Docker container for this system.
Python
artificial-intelligence
tensorflow
Keras
docker
Making TensorFlow Models Portable Using ONNX
9 Sep 2020 by 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.
Python
artificial-intelligence
Keras
tensorflow
Competing on kaggle.com for the First Time
25 Jan 2019 by Philipp_Engelmann
Competing on kaggle.com for the first time
Python
machine-learning
Keras
neural-network
Age Estimation With Deep Learning: Designing CNN
21 Jul 2020 by Sergey L. Gladkiy
In this article we’ll guide you through one of the most difficult steps in the DL pipeline: the CNN design.
artificial-intelligence
deep-learning
Keras
neural-network
Making Keras Models Portable Using ONNX
4 Sep 2020 by Keith Pijanowski
In this article I provide a brief overview of Keras for those looking for a deep learning framework for building and training neural networks
Python
artificial-intelligence
Keras
machine-learning
Making PyTorch AI Models Portable Using ONNX
8 Sep 2020 by Keith Pijanowski
In this article I provide a brief overview of PyTorch for those looking for a deep learning framework for building and training neural networks.
Python
artificial-intelligence
Keras
Restructuring ResNet50 to Diagnose COVID-19
17 Feb 2021 by Abdulkader Helwan
In this article, we’ll work on restructuring ResNet50 to perform the new classification task.
Python
artificial-intelligence
Keras
Jupyter
tensorflow
Fine-tuning ResNet50 to Diagnose COVID-19
18 Feb 2021 by Abdulkader Helwan
In this article, we’ll fine-tune our ResNet50 model.
Python
artificial-intelligence
Keras
Jupyter
tensorflow
COVID-19 Diagnosis Using ResNet50 Transfer Learning: Building a DL Network from Scratch
22 Feb 2021 by Abdulkader Helwan
In this article, we’ll show you how to build a network for Covid-19 detection from scratch.
Python
artificial-intelligence
deep-learning
Keras
Jupyter
tensorflow
AI Forecasting and Anomaly Detection on Streaming Bitcoin Prices
2 Mar 2021 by Sergio Virahonda
In this article we’ll combine forecasting and detection on a live stream of Bitcoin price data.
Python
artificial-intelligence
tensorflow
Keras
neural-network
Generate New Fashion Designs with a Generative Adversarial Network (GAN)
19 Mar 2021 by Abdulkader Helwan
In this article we show you how to build a Generative Adversarial Network (GAN) for fashion design generation.
Python
artificial-intelligence
tensorflow
Keras
neural-network
Approaches to Generating Deep Fakes
25 Mar 2021 by Sergio Virahonda
In this article I’ll explain the different options we can choose from to create deep fakes.
Python
Keras
tensorflow
Using Autoencoders for Deep Fake Generation
26 Mar 2021 by Sergio Virahonda
In this article we’ll start to focus on our DIY approach.
Python
Keras
tensorflow
Building and Training Deep Fake Autoencoders
30 Mar 2021 by Sergio Virahonda
In this article we'll build and train our models with them.
Python
Keras
tensorflow
Preparing to Train Deep Fake Models in the Cloud
1 Apr 2021 by Sergio Virahonda
In this article I’ll show you how to train your deep fake models in the cloud with some help from Docker.
Python
AWS
google-cloud
tensorflow
Keras
machine-learning
Putting it all Together: Swapping Faces with Deep Fakes
6 Apr 2021 by Sergio Virahonda
In this article, we complete the pipeline for our Deep Fakes DIY solution.
Python
Keras
tensorflow
DeepFaceLab: A Pre-Packaged Alternative DIY Deep Fakes
8 Apr 2021 by Sergio Virahonda
In this article we’ll explore DeepFaceLab as an alternative to our last approach.
Python
Keras
tensorflow
Training a Running a Deep CycleGAN for Mobile Style Transfer
17 Jun 2021 by Abdulkader Helwan
In this article, we train a CycleGAN with a U-Net-based generator.
Python
tensorflow
deep-learning
Keras
neural-network
How can I change the loss function when the shape of my data changes?
26 Mar 2020 by phil.o
Wild guess:if y_train.shape[0] == 1:
Python
deep-learning
Keras
tensorflow
AI Queue Length Detection: Object detection using Keras
26 Oct 2020 by MehreenTahir
This is the first in an article series where we’re going to show how to make an AI queue length detector.
Python
artificial-intelligence
Keras
neural-network
Deep Learning in C#: Coin Recognition with a Pre-Trained Model in ML.NET
9 Nov 2020 by Arnaldo P. Castaño
To end off this series, we will present the alternative of adapting a pre-trained CNN to the coin recognition problem we have been examining all along.
artificial-intelligence
machine-learning
Keras
neural-network
Starting with Keras.NET in C# - Train Your First Model
20 Nov 2020 by Garretenion
In this article, I want to show an example to make a simple .NET-Core App using Keras.NET and Zalandos Fashion-mnist.
.NET-Core
.NET
artificial-intelligence
Keras
COVID-19 Diagnosis Results with Deep Learning and ResNet50
19 Feb 2021 by 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.
Python
artificial-intelligence
Keras
Jupyter
tensorflow
Tools for Building AI Language Translation Systems
15 Apr 2021 by Martin_Rupp
Tools and software required to build a DL-based automatic translation system
Python
artificial-intelligence
deep-learning
Keras
tensorflow
Building AI Language Translation with TensorFlow and Keras
16 Apr 2021 by Martin_Rupp
In this article we’ll build our AI language translation system.
Python
artificial-intelligence
Keras
tensorflow
How to Train and Test an AI Language Translation System
19 Apr 2021 by Martin_Rupp
In this article, we’ll train and test the model we created in the previous entry in the series.
Python
artificial-intelligence
Keras
How to import trace in pytho
21 Oct 2021 by CHill60
That github repository has nothing to do with Trace. There is no trace in tensorflow.python.profiler. You should use either tensorflow.profiler.experimental.Trace or tensorflow.autograph.trace depending on your (uncommunicated) need and as...
Python
Keras
AI
tensorflow
Keras model giving completely wrong predictions
21 Apr 2022 by Kaushik Vezzu
My project is hand sign recognition, I created the dataset and i wanted to train the model using keras and predict in real time . I trained the model and i am getting better accuracy but all the predictions (completely ) are worng. How do i get...
Python3.6
deep-learning
Keras
machine-learning
How do I fix this line of code of smile detection project
26 Oct 2023 by OriginalGriff
"It doesn't work" is probably the most useless problem report we get - and we get it a lot. It tells us nothing about what is happening, or when it happens - and "I get error" means just that - "it doesn;t work"! So tell us what it is doing that...
Python3.3
tensorflow
Keras
OpenCV
Building a Mobile Style Transfer CycleGAN with Keras
16 Jun 2021 by Abdulkader Helwan
In this article, we implement a CycleGAN from scratch.
Python
tensorflow
deep-learning
Keras
neural-network
Using trained model for prediction of tags - Python and keras
4 Jan 2019 by Member 14108325
I have dataset with two columns, post and tags ("some text","tag"), and I have successfully trained model with 98% accuracy.The problem is how can I now input some other text and let model to predict what tag will it be? I've searched tutorials but I didn't find in any of them (in few there is...
Python2.7
Keras
Video classification using stateful LSTM
26 Sep 2019 by Nellll
I am trying to classify some video into 3 different classes. Each video has different length of frame. The training data has the shape of (104, None, 528) where: - 104 = Number of videos - None = number of frames for each video which are different - 528 = Number of features for each frame ...
Python
Keras
“Failed to load native tensorflow runtime.” fix?
16 Nov 2019 by Khosraw
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,...
Python
Keras
tensorflow
“Failed to load native tensorflow runtime.” fix?
18 Nov 2019 by 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)...
Python
Keras
tensorflow
Expected to see 3 array(s), but instead got the following list of 1 arrays
7 Feb 2020 by 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...
Python
artificial-intelligence
tensorflow
Keras
neural-network
How can I change the loss function when the shape of my data changes?
26 Mar 2020 by Anan Srivastava
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)...
Python
deep-learning
Keras
tensorflow
My neural network is OVER-FITTING, how can I prevent this?
8 Jul 2020 by 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...
Python
machine-learning
tensorflow
Keras
neural-network
How can I increase the accuracy score for my autoencoder neural network?
24 Aug 2020 by Aryan Sethi
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...
machine-learning
tensorflow
Keras
neural-network
How can I increase the accuracy score for my autoencoder neural network?
24 Aug 2020 by 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[^]
machine-learning
tensorflow
Keras
neural-network
How do I modify this Python code?
9 Jun 2021 by OriginalGriff
Why does the line above end with a comma? I'm pretty sure it shouldn't ...
Python
Keras
tensorflow
How do I modify this Python code?
15 Jun 2021 by Richard MacCutchan
See answers to your previous question on this same subject: How to train this code with federated averaging (fedavg)?[^]. And also Keras API reference[^]
Python
Keras
Hi, just need a bit of help with my chatbot
20 Jul 2021 by 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...
Python3.6
Keras
tensorflow
Keras sequential model and seq2seq model the same thing?
6 Aug 2021 by Richard MacCutchan
Please try to do your own initial research: Seq2seq model - Google Search[^]
Python
Keras
deep-learning
Need to convert lasagne to keras code (CNNLSTM)
20 Aug 2021 by Member 11377994
I spent a lot of time converting Lasagne's code to TensorFlow Keras. Although I successfully ran the code, however, I could not obtain the result reported in the paper. Some help is available on python - convert Lasagne to Keras code (CNN ->...
Python
deep-learning
Keras
CNN
tensorflow
How to fit my data into my model using keras
20 Dec 2021 by Bahy Mohamed
I have a list of images with shape (150 x 150 x 3) the list of images contains 100 images and array of labels, a label for each image with total count 100 label. And I have the label of each image in an array Now I want to fit my data in that...
Python3.6
Keras
Help me.how do I add validation to lstm model?
24 Dec 2021 by Member 14052381
I am trying to perform a 10-fold cross-validation on a LSTM, the code is the following: Predict Closing Prices using a 3 day window of previous closing prices.we use window_size = 4 for this. from tensorflow.keras.models import Sequential ...
Python
tensorflow
deep-learning
Keras
validation
Typeerror: you are passing kerastensor..... When fitting a model
22 Sep 2022 by Tal Haim
hello :) I am trying to finish a project on variational autoencoders (VAE) I have tried lots of methods and lots of help from the internet but every time I run into a different problem. Most often it is SHAPE problems, but it can also be like...
deep-learning
Keras
tensorflow
While trainig my model got an error "failed to convert a numpy array to a tensor (unsupported object type int)"
6 Apr 2022 by kanishk thamman
know there are ans to the following q but none of them working for me. so could someone help me? context:- I was coding a neural net and I was getting an error "Failed to convert a NumPy array to a Tensor (Unsupported object type int)" this...
Python
Keras
tensorflow
Valueerror: data cardinality is ambiguousx sizes22544y sizes125973makesureallarrayscontain the same number of samples. Ddos attack detection and classification using deep learning and keras test error
30 May 2022 by FatihSengul
Hi, I'm new to deep learning. I am trying to classify DDoS attacks using the NSL-KDD dataset. My code is working, but I'm having trouble testing the model using the test dataset. Can you check my error in testing? ANN.ipynb · GitHub[^] ...
Python
Keras
tensorflow
Tensorflow raised graph execution error
4 Jun 2022 by John Melody Me
Anyone familiar with tensorflow? Here's my code : ``` try: model: object = tf.keras.Sequential([ base_model, tf.keras.layers.Conv2D(32, 3, activation='relu'), ...
Python
Keras
tensorflow
Is there any easy online keras to onnx convertor?
18 Jun 2022 by Richard MacCutchan
online convertor from keras to onnx - Google Search[^]
Python
C#
ONNX
Keras
How do I use a function to compare feature vectors in a simaes twin network in tf/keras
27 Jun 2022 by Member 15689106
Hi I am quite unexperienced with that topic. I try to compare two images and interpret this difference. My Idea is to train a siamese CNN and a standard neural network (NN). The later one should analyse the cross correlation matrix of the two...
Python
Keras
tensorflow
Typeerror: you are passing kerastensor..... When fitting a model
22 Sep 2022 by Member 15776270
if you change tensorflow version it will work !pip install tensorflow==1.13.2 !pip install q keras==2.0.8 i faced the same problem but for the the latest version i did not find any solution
deep-learning
Keras
tensorflow
Modulenotfounderror: no module named 'keras.utils.multi_gpu_utils'
30 Apr 2023 by Member 8840306
I am tyring to execute this code in anaconda Spyder import tensorflow as tf from tensorflow.python import keras from keras.models import Model from keras.models import load_model from keras.optimizers import Adam from keras.layers import Input,...
Python
nvidia
tensorflow
Keras
Jupyter
GPU
AI Forecasting on Bitcoin Time Series Data
1 Mar 2021 by Sergio Virahonda
In the next article, we are going to discuss forecasting on Bitcoin time series.
Python
artificial-intelligence
tensorflow
Keras
neural-network
Introduction to Face Identification
28 Jul 2021 by Sergey L. Gladkiy
In this article, we focus on developing and testing a face identification algorithm along with the face detection module.
Python
artificial-intelligence
Keras
algorithm
Keras UI: A GUI to Manage Image Classification
13 May 2019 by Daniele Fontani
A tool for managing CNN training built on django helps to understand image classification
Python
Django
image-recognition
OpenCV
Keras
image
Converting a Style Transfer Model from TensorFlow to TensorFlow Lite
27 Jul 2021 by Abdulkader Helwan
In this project, our aim is to run a mobile Image-to-Image translation model on the Android platform.
Python
Android
Keras
tensorflow
Introduction to Keras
22 Jun 2020 by Thomas Daniels
In this article, let’s dive into Keras, a high-level library for neural networks.
CUDA
Python
artificial-intelligence
machine-learning
tensorflow
Keras
neural-network
Deep Learning in C#: Coin Detection Using OpenCV
2 Nov 2020 by Arnaldo P. Castaño
In this series of articles we will use a deep neural network (DNN) to perform coin recognition. Specifically, we will train a DNN to recognize the coins in an image.
C#
artificial-intelligence
deep-learning
Keras
OpenCV
Hybrid Edge AI Face Alignment
20 Jul 2021 by Sergey L. Gladkiy
In this article I’ll explain how to perform the alignment based on the face landmarks the detector has found.
artificial-intelligence
face-detection
Raspberry-Pi
tensorflow
deep-learning
algorithm
AI Queue Length Detection: Object Detection in Video Using YOLO
30 Oct 2020 by MehreenTahir
In this we’ll see if we can implement YOLO on video feeds for queue length detection.
Python
artificial-intelligence
Keras
OpenCV
Using CycleGAN for Mobile Style Transfer
15 Jun 2021 by Abdulkader Helwan
In this article, we discuss the CycleGAN architecture.
tensorflow
deep-learning
Keras
neural-network
Building a Style Transfer CycleGAN from Scratch
18 Jun 2021 by Abdulkader Helwan
In this article, we implement a CycleGAN with a residual-based generator.
Python
deep-learning
Keras
Jupyter
neural-network
Video Face Transfer with Deep Fakes
24 Mar 2021 by Sergio Virahonda
In the previous article I gave a general overview of deep fakes generation and the elements involved in the process.
Python
Keras
tensorflow
Cat or Not - An Image Classifier using Python and Keras
30 Apr 2019 by Ryan Peden
A code-first introduction to neural networks
Python
artificial-intelligence
neural-network
nvidia
tensorflow
Keras
OpenCV
Spam Classification using Python and Keras
26 Feb 2018 by Markus Glagla
How to prepare training and test data, define a simple neural network model, train and test it
Python
Keras
Building a Docker Container to Train Deep Fake Autoencoders
5 Apr 2021 by Sergio Virahonda
In the next article, we talked about Google AI Platform and how to train your models there with some help from Docker containers.
Python
tensorflow
Keras
docker
Basic Deep Learning using Python+Keras. Chapter 2
18 Jun 2018 by Jesús Utrera
Second article of a series of articles introducing deep learning coding in Python and Keras framework
Python
tensorflow
deep-learning
Keras
machine-learning
Python AI and Machine Learning Libraries
17 Jun 2020 by Thomas Daniels
In this article we can take a look at what libraries are available to work on AI and ML tasks.
Python
artificial-intelligence
machine-learning
Keras
NLTK
OpenCV
COVID-19 Diagnosis with Deep Learning
12 Feb 2021 by Abdulkader Helwan
In this article, we introduce transfer learning and ResNet50.
Python
artificial-intelligence
Keras
Jupyter
tensorflow
How do I fix this line of code of smile detection project
6 Nov 2023 by Hossain23
Google Colab[^] The code link has been updated. Now you can access it here. I was trying to implement smile detection project from kaggle on to my Google collab. kaggle link smile-detection | Kaggle[^] I have downloaded the datasets and...
Python3.3
tensorflow
Keras
OpenCV
Keras sequential model and seq2seq model the same thing?
6 Aug 2021 by Member 14974386
Hi I'm very new to deep learning, and i just want to clear something up. is a Seq2Seq model the same as a keras Sequential model? secondly what neural network does a Sequential model represent? (Sorry if this seems like a stupid question) i've...
Python
Keras
deep-learning
My neural network is OVER-FITTING, how can I prevent this?
8 Jul 2020 by Abhay binwal
I HAVE USED A DIABETES DATASET FOR TRAINING MY NEURAL NETWORK, AND MY MODEL IS OVERFITTING. HOW CAN I PREVENT THIS, I HAVE TRIED FEW METHODS TOO BUT IT DIDNT WORKED WELL. HOPE I CAN FIND ANY SOLUTION TO THIS PROBLEM ASAP. TRY RUNNING THIS CODE I...
Python
machine-learning
tensorflow
Keras
neural-network
How do I modify this Python code?
9 Jun 2021 by amir elmjamili
Hi, I have a problem please guide me thank you def model_fn(): model = tf.keras.models.Sequential([ tf.keras.Input(bdbd =Input(shape=(300,15))), tf.keras.layers(bd1= SeqSelfAttention())(bdbd) , ...
Python
Keras
tensorflow
How do I modify this Python code?
9 Jun 2021 by Richard MacCutchan
See The Sequential class[^]
Python
Keras
tensorflow
How to import trace in pytho
21 Oct 2021 by Khalid Elejla
I have the following error, and I am new to data science and python I am using python, keras, tensorflow 1.15 Code line: from tensorflow.python.profiler import trace Error line: ImportError: cannot import name 'trace' What I have tried: ...
Python
Keras
AI
tensorflow
Is there any easy online keras to onnx convertor?
18 Jun 2022 by Abbas Harb
Hello everybody! I want to use a trained hdf5 model in c# using vs2022. What I have tried: I tried to use some python projects that converts keras2onnx, but I don't know python. I faced a lot of problems dealing with tensorflow libraries and...
Python
C#
ONNX
Keras
Problem with input shape of conv1d in tfagents sequential network
20 Jun 2022 by ashish bhong
I have created a trading environment using tfagent env = TradingEnv(df=df.head(100000), lkb=1000) tf_env = tf_py_environment.TFPyEnvironment(env) and passed a df of 100000 rows from which only closing prices are used which a numpy array of...
Python
tensorflow
Keras
CNN
machine-learning


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