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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 

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
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
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
Mobile Style Transfer With Image-to-Image Translation
14 Jun 2021 by Abdulkader Helwan
In this article, we discuss the concepts of conditional generative adversarial networks (CGAN).
deep-learning
Jupyter
tensorflow
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 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
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
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
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
Choosing Hardware for AI Traffic Speed Detection
14 Jan 2021 by Allister Beharry
In this article, we select hardware components for our AI/Pi-based solution and assemble them into a functional system.
Python
artificial-intelligence
deep-learning
Raspberry-Pi
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
How can I develop a program for counting cucumber seeds in images?
22 Nov 2022 by BernardIE5317
HS1405/HS1405: Useful Image-Based Techniques for Manual and Automatic Counting Using ImageJ for Horticultural Research[^]
Python
machine-learning
deep-learning
image-processing
Getting keyerror while training my dataset for ESRGAN super resolution task
9 Jul 2023 by cemre aldoğan
I am trying to implement a type of GAN (Generative Adversarial Networks) named RS-ESRGAN to my satellite imagery dataset. You can check the github page of it if you like(https://github.com/luissalgueiro/rs-esrgan/tree/master). Here is the...
Python
PyTorch
deep-learning
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
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
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 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
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
AI Social Distancing Detector: Working With Images in OpenCV
2 Dec 2020 by Dawid Borycki
In this article series, we'll look at how to use AI and deep learning on video frames to ensure people are maintaining adequate social distancing in crowds.
Python
artificial-intelligence
deep-learning
OpenCV
AI Social Distancing Detector: Using OpenCV to Annotate Detected Objects
3 Dec 2020 by Dawid Borycki
In this article, we will learn how to add annotations to images.
Python
artificial-intelligence
deep-learning
OpenCV
AI Social Distancing Detector: Object Detection With TensorFlow and MobileNet
4 Dec 2020 by Dawid Borycki
In this article, we will use drawing functions to depict detected objects.
Python
artificial-intelligence
deep-learning
OpenCV
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: Detecting People in a Video Sequence
8 Dec 2020 by Dawid Borycki
In this article we will perform object detection on the frames from the test data sets including video sequence stored in the video file.
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
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
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
Is the syllabus for machine learning and deep learning same ?
31 Aug 2020 by Deepesh mhatre
Everyone seems to be talking about deep learning and machine learning , but in logical sense what is the exact difference in both of them ? Is the syllabus same for both ? What I have tried: Tried google btu didnt found the exact answer
deep-learning
machine-learning
How many types of syntax are there in the beginning for writing C programming?
15 Aug 2022 by Dipta dey
I have only just begun. I want to know, how many types of syntax are used in total c programming? What I have tried: Because, I am also beginner. so I need your help now. Please help me as soon as possible. Thank you.
C
Google
deep-learning
software-system
programming
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
How do I decrease the size of the tflite model without affecting performance?
21 Mar 2023 by Fatema Shawki
I trained a YOLO v5 object detection model on my custom dataset, then converted it to TensorFlow using the export function and to TensorFlow lite using tf.convertor. I want to use the TFLite model in an android app, however, the problem is the...
computer-vision
deep-learning
object-detection
tensorflow
How can I solve this problem when I train a transformer model?
12 Jan 2023 by GPEXP
I faced an error, when i call this function train_bert : train_bert(net, criterion, opti, lr, lr_scheduler, train_loader, val_loader, epochs, iters_to_accumulate) The error is: AttributeError: 'tuple' object has no attribute 'to' The...
Python
deep-learning
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
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
Open discussion about facial expression/motion capture
13 Mar 2022 by Jason Zhang 2022
It would be so great and helpful to hear some opinions from someone as a professional in this field! The questions are as follows: 1) What are the barriers of real-time facial expression tracking system based on 2D data? 2) What are the...
AI
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
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
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
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
.NET, TensorFlow, and the Windmills of Kaggle
12 May 2021 by LOST_FREEMAN
Hands-on data science competition with TensorFlow on .NET
C#
.NET
artificial-intelligence
Dev
deep-learning
tensorflow
Deep Learning
7 Dec 2021 by Mahsa Hassankashi
Deep learning convolutional neural network by tensorflow python, complete and easy understanding
Python
artificial-intelligence
deep-learning
machine-learning
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
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 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
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
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
How can I develop a program for counting cucumber seeds in images?
22 Nov 2022 by Member 15064225
I want to develop a program for counting cucumber seeds. I have 10 images. Each image contains about 100 cucumber seeds. How can I do it? What I have tried: I write some code by deep learning in python.
Python
machine-learning
deep-learning
image-processing
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
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
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
Truly Understanding Neural Networks through their Implementation in C#
8 Feb 2024 by Nicolas DESCARTES
How to implement neural networks in C#?
C#
.NET
artificial-intelligence
deep-learning
machine-learning
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 OriginalGriff
You are missing a bunch of header files- the error says that very clearly, and shows the path it expects the file to be in. Go back to where you got the project from, and find out where they are.
C++
Visual-Studio
deep-learning
OpenCV
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
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
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
software-system
programming
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
Iterate over pyspark array elemets and then within elements itself using loop.
21 Apr 2022 by Palkin Jangra
I have a housing dataset in which I have both categorical and numerical variables. Out of this dataset I created another dataset of numeric_attributes only in which I have numeric_attributes in an array. Dataset - Array values. Numeric_attributes...
Python
spark
deep-learning
machine-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
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
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
Deep Learning – Training an AI to Play Doom
1 Mar 2018 by Philipp_Engelmann
With recent scientific advancements in Deep Learning, Artificial Intelligence and Neural Networks, as well as steadily evolving tools such as Tensorflow, Pytorch, and Keras, writing, testing and optimizing your own Neural Networks is now easier than ever before.
Python
artificial-intelligence
neural-network
machine-learning
deep-learning
algorithm
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
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
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
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: 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
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
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
Real-Time Facial Emotion Detection with Webcam in the Browser UsingTensorFlow.js
4 Feb 2021 by 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.
artificial-intelligence
deep-learning
tensorflow
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
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
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
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
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 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
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 Richard MacCutchan
Check the documentation: PyTorch[^].
Python
deep-learning
How can I develop a program for counting cucumber seeds in images?
19 Apr 2022 by Richard MacCutchan
See python image processing - Google Search[^]
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


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