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Great Reads

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
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.
Activating Screen Magic with Your Face in the Browser with TensorFlow.js
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.
Deep Learning in C#: Understanding Neural Network Architecture
by Arnaldo P. Castaño
In this article we will go over the basics of supervised machine learning and what the training and verification phases consist of.

Latest Articles

Truly Understanding Neural Networks through their Implementation in C#
by Nicolas DESCARTES
How to implement neural networks in C#?
Building a Deep Learning Environment in Python with Intel and Anaconda
by Intel
In this article, we’ll explore how to create a DL environment with optimized Intel packages.
Deep Learning
by Mahsa Hassankashi
Deep learning convolutional neural network by tensorflow python, complete and easy understanding
Creating a Face Database for Edge AI Facial Recognition
by Sergey L. Gladkiy
In this article we’ll explain how to create a simple database for face recognition.

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Deep Learning 

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
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
Activating Screen Magic with Your Face in the Browser with TensorFlow.js
9 Feb 2021 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.
artificial-intelligence
deep-learning
tensorflow
Deep Learning in C#: Understanding Neural Network Architecture
4 Nov 2020 by Arnaldo P. Castaño
In this article we will go over the basics of supervised machine learning and what the training and verification phases consist of.
artificial-intelligence
machine-learning
deep-learning
neural-network
Detecting Pests with a Motion Detector and Trained DNN
23 Dec 2020 by Sergey L. Gladkiy
In this article, we’ll show you how to develop a simple motion detector and combine it with the trained DNN model to detect moose on video.
Python
artificial-intelligence
Raspberry-Pi
deep-learning
neural-network
Why Use AI for Traffic Speed Detection?
13 Jan 2021 by Allister Beharry
This article series will show you how to build a reasonably accurate traffic speed detector using nothing but Deep Learning, and run it on an edge device like a Raspberry Pi.
Python
artificial-intelligence
deep-learning
Raspberry-Pi
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
AI Chatbots With TensorFlow.js: Creating a Movie Dialogue Chatbot
21 Oct 2020 by Raphael Mun
In this article, we'll create a chatbot we can have a dialogue with.
Javascript
artificial-intelligence
deep-learning
tensorflow
Deep Learning in C#: Preprocessing the Coin Detection Dataset
3 Nov 2020 by Arnaldo P. Castaño
In the next article, we will preprocess a dataset to be inputted to a machine learning model.
C#
artificial-intelligence
deep-learning
AI Social Distancing Detector: Finding People That Are Too Close
10 Dec 2020 by Dawid Borycki
In this article, we will use those centers to estimate distances between people and indicate people that are too close.
Python
artificial-intelligence
deep-learning
OpenCV
Detecting Facial Emotions in the Browser with Deep Learning Using TensorFlow.js
3 Feb 2021 by Raphael Mun
In this article we'll use the key facial landmarks to infer more information about the face from the images.
artificial-intelligence
deep-learning
tensorflow
AI Face Detection on Raspberry Pi
21 Jul 2021 by Sergey L. Gladkiy
In this article we’ll run our face detector on a Raspberry Pi device.
Python
artificial-intelligence
deep-learning
Raspberry-Pi
Optimizing the AI Traffic Speed Detector
27 Jan 2021 by Allister Beharry
In this article, we explore the different ways of measuring vehicle speed and the different Deep Learning models for object detection that can be used in our TrafficCV program.
Python
artificial-intelligence
deep-learning
Raspberry-Pi
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
Age Estimation With Deep Learning: Training CNN
23 Jul 2020 by Sergey L. Gladkiy
In this article we train the CNN for age estimation.
Python
artificial-intelligence
neural-network
deep-learning
OpenCV
Deep Learning Text-to-Speech
7 Aug 2020 by Arnaldo P. Castaño
In this article we focus on the Text-to-Speech with the use of Deep Learning.
Python
artificial-intelligence
deep-learning
CNN
machine-learning
AI Chatbots With TensorFlow.js: Improved Emotion Detection in Text
19 Oct 2020 by 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.
Javascript
artificial-intelligence
deep-learning
tensorflow
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
AI Social Distancing Detector: Improving People Detection With Yolo Object Detection
11 Dec 2020 by Dawid Borycki
In this last article of the series, we improve our Python console application for AI-powered social distancing detection.
Python
artificial-intelligence
deep-learning
OpenCV
Real-time AI Pest Elimination on Edge Devices: Getting Started
3 Mar 2021 by Sergey L. Gladkiy
In this article, we compared two DNN types we can use to detect pests: detectors and classifiers.
Python
artificial-intelligence
Raspberry-Pi
deep-learning
neural-network
Detecting Pests Using Pre-Trained SSD Models
16 Dec 2020 by Sergey L. Gladkiy
In the next article, we’ll use a pre-trained DNN to detect pests on video.
Python
artificial-intelligence
Raspberry-Pi
deep-learning
neural-network
Detecting Unusual Pests
17 Dec 2020 by Sergey L. Gladkiy
In this we’ll talk about some ideas for detecting "exotic" pests, such as moose and armadillos.
Python
artificial-intelligence
Raspberry-Pi
deep-learning
neural-network
Extending Dataset with Data Augmentation
21 Dec 2020 by Sergey L. Gladkiy
In this article, we’ll see how the same result can be achieved by data augmentation.
Python
artificial-intelligence
Raspberry-Pi
deep-learning
neural-network
Training a DNN
22 Dec 2020 by Sergey L. Gladkiy
In this article, we’ll discuss training our DNN classifier with the augmented dataset.
Python
artificial-intelligence
Raspberry-Pi
deep-learning
neural-network
Eliminating Pests with a Raspberry Pi
24 Dec 2020 by Sergey L. Gladkiy
In this article, we’ll test our detection algorithm on a Raspberry Pi 3 device and create the "scare pests away" part of our pest eliminator by playing a loud sound.
Python
artificial-intelligence
Raspberry-Pi
deep-learning
neural-network
Preparing Hardware for AI Traffic Speed Detection
15 Jan 2021 by Allister Beharry
In this article, we’ll go through installation of the operating system on the Pi, securing it, and configuring it for remote access over WiFi.
Python
artificial-intelligence
deep-learning
Raspberry-Pi
More AI Traffic Speed Detection With TrafficCV
20 Jan 2021 by Allister Beharry
In this article, we focus on developing a computer vision framework that can run the various Machine Learning and neural network models – like SSD MobileNet – on live and recorded vehicle traffic videos.
Python
artificial-intelligence
deep-learning
Raspberry-Pi
Creating a Snapchat-Style Virtual Glasses Face Filter in the Browser with TensorFlow.js
5 Feb 2021 by 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.
artificial-intelligence
deep-learning
tensorflow
Jenkins Jobs and Deployments for MLOps on GKE
12 May 2021 by Sergio Virahonda
In this article we’ll see how to define jobs, deployments, and services so that our containers can accomplish their objectives.
Python
Jenkins
YAML
Kubernetes
deep-learning
DevOps
Completing the AI Traffic Speed Detector
22 Jan 2021 by Allister Beharry
In this we discuss improvements we can make to the software in terms of performance or accuracy. We also compare our homebrew open-source system to commercial vehicle speed detection systems.
Python
artificial-intelligence
deep-learning
Raspberry-Pi
The Histogram Neuron - A Solution for "Kitten Stew" in Image Classification with CNNs
27 Dec 2017 by R. Stacy Smyth
Approach I used to get the CNN to behave in a more intuitively sensible way
Dev
Architect
deep-learning
image-classification
neural-network
Input Normalization as Separate Layer in CNTK with C#
13 Jul 2018 by Bahrudin Hrnjica
How to implement data normalization as regular neural network layer, which can simply training process and data preparation
neural-network
CNTK
deep-learning
normalization
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
AI Chatbots With TensorFlow.js: Training a Trivia Expert AI
16 Oct 2020 by Raphael Mun
In this article, we’ll build a trivia chatbot.
Javascript
artificial-intelligence
deep-learning
tensorflow
Vehicle Detection with TrafficCV
19 Jan 2021 by Allister Beharry
In this article, we have a look at the details of the TrafficCV implementation and the various object detection models to use for detecting vehicles and calculating their speed.
Python
artificial-intelligence
deep-learning
Raspberry-Pi
Building a Magical Emotion Detection Hat in the Browser with TensorFlow.js
8 Feb 2021 by 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.
artificial-intelligence
deep-learning
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
Setting Up Jenkins to Build CI/CD Pipelines for MLOps
13 May 2021 by Sergio Virahonda
In this article we set up Jenkins CI for this project in order to start building and automating our MLOps pipelines.
Jenkins
YAML
Kubernetes
deep-learning
DevOps
How can I develop a program for counting cucumber seeds in images?
15 Jun 2022 by Chris Maunder
If you need to have a pure Python solution then the easiest way would be to clone the YOLOv5 repo and find a custom model that contains detection for cucumber seeds. Here's a walkthrough of YOLO and custom models[^]. As to a custom model of...
Python
machine-learning
deep-learning
image-processing
Getting keyerror while training my dataset for ESRGAN super resolution task
9 Jul 2023 by Richard MacCutchan
The problem is cause by this part: MeanVal = val_data["LR_mean"] where the code expects the val_data to be a dictionary which contains an entry named LR_mean. So you need to go back to the git code to find out where that needs to be set.
Python
PyTorch
deep-learning
Automating MLOps Deployment to Kubernetes
17 May 2021 by Sergio Virahonda
In this article, we develop a semi-automated deployment-to-production script, which will complete our project.
Python
Jenkins
Kubernetes
deep-learning
DevOps
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
Errors after building openface project in visual studio 2017 ( release x64 )
18 Apr 2019 by Rick York
It appears the directory dlib is in is not on your project's "Additional Include Directories" list.
C++
Visual-Studio
deep-learning
OpenCV
Updating Linear Regression Model To TensorFlow 2.0
25 Mar 2020 by Coding Notes
How to create a linear regression model from scratch using TensorFlow 2.0
Python
tensorflow
deep-learning
machine-learning
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 Chatbots With TensorFlow.js: Improved Trivia Expert
20 Oct 2020 by Raphael Mun
In this article we will create a knowledge chatbot.
Javascript
artificial-intelligence
tensorflow
deep-learning
neural-network
AI Chatbots With TensorFlow.js: Generating Shakespeare Monologue
22 Oct 2020 by Raphael Mun
In this article we’ll build a Shakespearean Monologue Generator in the Browser with TensorFlow.js.
Javascript
artificial-intelligence
deep-learning
tensorflow
Live Lightning Detection with Deep Learning and Tensorflow on Android: Training and Exporting Model
12 Nov 2020 by 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.
artificial-intelligence
deep-learning
tensorflow
Live Lightning Detection with Deep Learning and Tensorflow on Android: Real-time Testing
17 Nov 2020 by Ruturaj Raval
In this article we’ll carry out real-time testing of our app.
artificial-intelligence
deep-learning
tensorflow
Live Lightning Detection with Deep Learning and Tensorflow on Android: Exploring the Outcome
18 Nov 2020 by Ruturaj Raval
In this article we’ll go over the project outcome and put together some "lessons learned" for your future live detection tasks.
Android
artificial-intelligence
deep-learning
AI Social Distancing Detector: Object Detection in Video Frames
7 Dec 2020 by Dawid Borycki
In this article, we continue learning how to use AI to build a social distancing detector.
Python
artificial-intelligence
deep-learning
OpenCV
AI Social Distancing Detector: Calculating the Center Point of Detected People
9 Dec 2020 by Dawid Borycki
In this article, we'll calculate the center of each detected bounding box, which will serve as a base for calculating distance.
Python
artificial-intelligence
deep-learning
OpenCV
Setting Up a Development Environment for AI Traffic Speed Detection
18 Jan 2021 by Allister Beharry
In this article, we set up a development environment on Windows 10 for cross-platform computer vision and machine learning projects to run on our Pi device.
Python
artificial-intelligence
deep-learning
Raspberry-Pi
A Brief Introduction to AI and Machine Language Translation
13 Apr 2021 by Martin_Rupp
In this series of articles, we’ll show you how to use deep learning to create an automatic translation system.
artificial-intelligence
deep-learning
A Deep Dive Into Machine Translation
14 Apr 2021 by Martin_Rupp
In this article we introduce the main theoretical concepts required for building an ML-based translator.
artificial-intelligence
deep-learning
machine-learning
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
Creating a Face Database for Edge AI Facial Recognition
22 Jul 2021 by Sergey L. Gladkiy
In this article we’ll explain how to create a simple database for face recognition.
Python
deep-learning
Open discussion about facial expression/motion capture
13 Mar 2022 by OriginalGriff
This is not a discussion forum - it's a "quick questions" area, intended for solutions that can be entered in a small text box like this one. Discussions both get lost in the "noise" (QA turns over pretty fast most weekdays) and get impossible to...
AI
deep-learning
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 many types of syntax are there in the beginning for writing C programming?
15 Aug 2022 by Greg Utas
Your question doesn't make much sense. A dump of C's grammar, as used by a compiler, wouldn't help you at all. What you need is a textbook that will teach you C, and many people recommend this one: C Programming Language, 2nd Edition[^]
C
Google
deep-learning
software-system
programming
How many types of syntax are there in the beginning for writing C programming?
15 Aug 2022 by Rick York
A whole bunch of them : C Tutorial[^]
C
Google
deep-learning
software-system
programming
Where should I start as autodidact learner Python, R, GO, IA, ML, DL
10 Aug 2022 by Patrice T
Quote: I purchased 7 coruses from Udemy to go deep in python,R and ia. Learning some programming languages is nice, but there is also a huge technical backup not linked to a specific language. You have to know that you can do pretty much...
R
Go
Python
artificial-intelligence
deep-learning
machine-learning
Can you give me a code in Python programming language where I can create and train a machine learning model?
2 Jan 2024 by OriginalGriff
It doesn't quite work like that. We do not do your work for you. If you want someone to write your code, you have to pay - I suggest you go to Freelancer.com and ask there. But be aware: you get what you pay for. Pay peanuts, get monkeys. The...
Python
Google
AI
deep-learning
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
Improving the Performance of Mask R-CNN Using TensorRT
10 Dec 2018 by Apriorit Inc, Vadym Zhernovyi
The experience of improving Mask R-CNN performance six to ten times by applying TensorRT
CUDA
artificial-intelligence
image-processing
machine-learning
nvidia
deep-learning
image-recognition
How do I install keras version 0.1.0 with theano as the backend on ubuntu (in 2019)?
13 Mar 2019 by Amit JS
Looking in indexes: https://test.pypi.org/simple/ Collecting Keras==0.1.0 Using cached https://test-files.pythonhosted.org/packages/c4/08/7f1c6bfaa86e69ccadadc552d6309f1685d779a93047d0a7c317b26a321e/Keras-0.1.0.tar.gz Complete output from command python setup.py egg_info: Traceback...
Ubuntu
deep-learning
machine-learning
Makefile:85: recipe for target 'obj/gemm.o' failed
12 Apr 2019 by abdou_31
I'm trying to train my own dataset annotated using segmentation so i downloaded yolo segmentation project in github , and i tried to compile the project using this command " make -j6 " ( i followed instruction ) I get some errors when i compile , i tell the owner of this tool about compilation...
C
Windows
deep-learning
makefile
Makefile:85: recipe for target 'obj/gemm.o' failed
12 Apr 2019 by OriginalGriff
He's already told you that it won't work on windows, so why are you still trying to build it on Windows? Runnig your error messages through Google translate: a sub-directory or a -p file already exists. An error occurred while processing: -p. If the author says "it's Linux" then it is only...
C
Windows
deep-learning
makefile
Errors after building openface project in visual studio 2017 ( release x64 )
18 Apr 2019 by abdou_31
I have configured and generated OpenFace project using Cmake , in the first time , i have got some problems ( missing libraries e.g openBLAS , Dlib ...) , but after some search on the internet i have correted errors that i have got. So when i try to build ALLBuild.vcxproj ( Release x64 ) with...
C++
Visual-Studio
deep-learning
OpenCV
Negative avg values yolo segmentation
1 May 2019 by abdou_31
I have setting up a project that should detect iris region ( in eye ) in real time using deep learning , I have cloned yolo segmentation project in github : https://github.com/ArtyZe/yolo_segmentation I compiled the project using make -j4 , and i'm trying now to training my own dataset using...
Linux
image-processing
deep-learning
neural-network
How to use Python coco API
9 Jun 2019 by Member 13318305
After a lot of effort and search, I was finally able to install coco API. I am trying to run a video captioning code. A neural network for video captioning. These are the libraries which are not executing because anaconda coco api doesn't work anymore. But i installed it anyway. from...
Python
deep-learning
neural-network
How to use Python coco API
9 Jun 2019 by Richard MacCutchan
Quote: I tried to install the coco api. which i finally did it. but now i don't know how to use it. Start by studying the documentation. There is neither the time nor the space here for anyone to teach you.
Python
deep-learning
neural-network
Python deep learning
19 Aug 2019 by OriginalGriff
We are the wrong people to ask: You should talk to the people who created it - they may provide technical support and will know more about their product than we will. If they don't, then find another project and see if that works.
Python
deep-learning
Python deep learning
19 Aug 2019 by CPallini
A call to the reshape method must NOT change the array length. See python - ValueError: total size of new array must be unchanged - Stack Overflow[^] for suggestions.
Python
deep-learning
How can I develop a model, train it and integrate it in an android application?
2 Feb 2020 by 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...
Android
deep-learning
tensorflow
Use mask-RCNN or unet for calculating angle of multiple seedling
5 Mar 2020 by David Radianu
Hello i'm currently working on a project where i have to use instance segmentation of different parts of seedlings (the top part and the stem) Example image: https://imgur.com/kWAZBed I have to be able to calculate the angle of the hook for every...
Python
deep-learning
image-processing
How to improve deeplearning model performance?
23 Mar 2020 by 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, ...
Python
deep-learning
NLP
tensorflow
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
Is the syllabus for machine learning and deep learning same ?
31 Aug 2020 by Sandeep Mewara
There are multiple discussions on web describing details about them. But to put it plainly for you: Deep Learning is a subset of machine learning. It's the machine learning part that deals with neural networks. So now, syllabus wise: Deep...
deep-learning
machine-learning
How to implement a human facial age recognition classifier on opencv?
21 Oct 2020 by Supoh
so i am trying to implement a face detection age classifying agent that detects a face on a photo and then classifies it according to age as 'Old' and 'Young'. So far I have implemented the face recognition class using OpenCV in which I used the...
Python
computer-vision
machine-learning
face-detection
deep-learning
OpenCV
How to implement a human facial age recognition classifier on opencv?
21 Oct 2020 by Sandeep Mewara
Based on different facial feature you need to define a confidence factor for defining an age. Train the model with datasets (images). Would suggest CNN (Neural Network) for this classification. Quote: In order to evaluate an age detector, you...
Python
computer-vision
machine-learning
face-detection
deep-learning
OpenCV
CNN RGB vs grayscale input training problem ?
2 Nov 2020 by Richard MacCutchan
cnn rgb - Google Search[^]
deep-learning
CNN
machine-learning
BERT :dropout(): argument 'input' (position 1) must be tensor, not str
26 Dec 2020 by mohamed amine boukriba
i am new to nlp and i want to build a bert model for sentiment Analysis so i am following this tuto https://curiousily.com/posts/sentiment-analysis-with-bert-and-hugging-face-using-pytorch-and-python/ but i am getting the error bellow What I...
Python
NLP
deep-learning
BERT :dropout(): argument 'input' (position 1) must be tensor, not str
26 Dec 2020 by Richard MacCutchan
The error message could not be clearer. You are passing a string where it expects a Tensor object. But your question would be better directed to the writer of the tutorial.
Python
NLP
deep-learning
Chaining MLOps Pipelines with Jenkins Workflows
14 May 2021 by Sergio Virahonda
In the previous article in the series we set up build Jenkins workflows. In this article, we're going to build them.
Jenkins
deep-learning
DevOps
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
How can I load the custom data in the data loader (pytorch)
6 Aug 2021 by Tariq Hussain 2021
**Note:** I have extracted the frame for all videos and save it in the folder with the same name of video **train_data, class, video** ---> These are folders **img** --> these are jpg files, so each class have many videos, I extracted the image...
Python
deep-learning
How can I load the custom data in the data loader (pytorch)
6 Aug 2021 by Richard MacCutchan
Check the documentation: PyTorch[^].
Python
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
Why is ordinalencoder not encoding some of my features properly?
14 Oct 2021 by Member 15391500
Hey, I have a problem with OrdinalEncoder. I'm using OrdinalEncoder to encode this dataset: Loan Prediction - Analytics Vidhya | Kaggle[^] , but there are 2 features (Dependants and Education) that are -1 for all 614 rows. Can you please tell me...
Python3.6
Python
artificial-intelligence
deep-learning
data-science
machine-learning
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
Pytorch: runtimeerror: mat1 dim 1 must match mat2 dim 0 using 2D CNN model with pretrained vgg_16
24 Jan 2022 by farah jabeen
I am working on cardiac CT data (axial, sagittal, coronal). I am using the pre-trained model vgg_16. But I got the following error. According to this error, my dimensions are not correct, but according to my code, I wrote things correctly. Can...
Python
computer-vision
artificial-intelligence
deep-learning
Usage of depthwise separable convolutions in gans
4 Feb 2022 by Pasindu Ekanayaka
I'm currently trying to improve the performance of a CycleGAN model which has a couple of downsampling layers and upsampling layers combined with 6 ResNet blocks for the bottleneck. I've added the Depthwise separable convolution implementation...
Python
computer-vision
CNN
deep-learning
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
How many types of syntax are there in the beginning for writing C programming?
15 Aug 2022 by OriginalGriff
That's not a "real" question - there aren't different types of syntax used in C - the language as a whole has a syntax: C Syntax Rules[^] but it isn't made up of separate syntaxes. And while syntax is the whole of the language, but understanding...
C
Google
deep-learning
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How many types of syntax are there in the beginning for writing C programming?
15 Aug 2022 by Dave Kreskowiak
Your question is meaningless. Variations in C syntax are usually minor and depend on the compiler being used. As a whole the C language hasn't changed much over the decades, however, the libraries you may be using are too numerous to count and...
C
Google
deep-learning
software-system
programming
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
Building a Deep Learning Environment in Python with Intel and Anaconda
19 Oct 2022 by Intel
In this article, we’ll explore how to create a DL environment with optimized Intel packages.
Python
tensorflow
deep-learning
Intel


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