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Arjun Yonjan / Code Travel
Nepal
Приєднався 13 гру 2014
My name is Arjun Yonjan.
Software Engineer and the Weekend Traveller.
I love my country Nepal. Jaya Nepal.
github.com/arjunyonjan
arjun.yonzan@gmail.com
Software Engineer and the Weekend Traveller.
I love my country Nepal. Jaya Nepal.
github.com/arjunyonjan
arjun.yonzan@gmail.com
Image Compression | AutoEncoder #ml #ai #basics #asmr #practice #17
music by: NCS
#python #tensorflow #keras #machinelearning #artificialintelligence
# Use case: Image compression
# Autoencoders can be used for image compression by training them to reconstruct the input image from a lower-dimensional representation, called the bottleneck or latent representation. This compression can be useful for reducing the storage required for images or speeding up image transfer.
Here is a brief explanation of what is happening in the example code:
The first step is to load the Fashion MNIST dataset.
The second step is to preprocess the data by normalizing it to the range [0, 1].
The third step is to define the autoencoder model. The autoencoder consists of two parts: an encoder and a decoder. The encoder takes the input image as input and outputs a latent representation of the image. The decoder takes the latent representation as input and outputs the reconstructed image.
The fourth step is to train the autoencoder. We train the autoencoder by minimizing the mean squared error between the input image and the reconstructed image.
The fifth step is to encode and decode images from the test set. We encode the images from the test set using the encoder and then decode them using the decoder.
The sixth step is to plot the results. We plot the original images and the reconstructed images side by side.
I hope this helps!
Arjun Yonjan
Thanks for watching. SUBSCRIBE, SHARE, LIKE, COMMENT....
#python #tensorflow #keras #machinelearning #artificialintelligence
# Use case: Image compression
# Autoencoders can be used for image compression by training them to reconstruct the input image from a lower-dimensional representation, called the bottleneck or latent representation. This compression can be useful for reducing the storage required for images or speeding up image transfer.
Here is a brief explanation of what is happening in the example code:
The first step is to load the Fashion MNIST dataset.
The second step is to preprocess the data by normalizing it to the range [0, 1].
The third step is to define the autoencoder model. The autoencoder consists of two parts: an encoder and a decoder. The encoder takes the input image as input and outputs a latent representation of the image. The decoder takes the latent representation as input and outputs the reconstructed image.
The fourth step is to train the autoencoder. We train the autoencoder by minimizing the mean squared error between the input image and the reconstructed image.
The fifth step is to encode and decode images from the test set. We encode the images from the test set using the encoder and then decode them using the decoder.
The sixth step is to plot the results. We plot the original images and the reconstructed images side by side.
I hope this helps!
Arjun Yonjan
Thanks for watching. SUBSCRIBE, SHARE, LIKE, COMMENT....
Переглядів: 72
Відео
Viridis Color - Scatter plot #ml #ai #basics #practice #asmr #16
Переглядів 989 місяців тому
music by: NCS thanks for watching. subscribe, share, like, comment. #sinewave #numpy #python viridis is a colormap in matplotlib. Colormaps are used to map data values to colors in a visualization. The viridis colormap is known for its perceptually uniform and visually appealing color progression, making it a good choice for representing numerical data. In this example, the cmap='viridis' param...
Grouping | K-Means #ai #ml #basics #asmr #practice #15
Переглядів 279 місяців тому
music by: NCS Thanks for watching SUBSCRIBE, SHARE, LIKE, COMMENT.... #exalidraw #flowchart #python #algorithm In this example: 1. We import the necessary modules from scikit-learn and Matplotlib. 2. Generate synthetic data points using the `make_blobs` function with three clusters. 3. Create a `KMeans` model with 3 clusters. 4. Fit the KMeans model to the data. 5. Get cluster labels for each d...
JS Observer Pattern | Architecture Diagram & Code #exalidraw #practice
Переглядів 4110 місяців тому
music by: NCS Certainly! Another commonly used pattern in JavaScript is the "Observer Pattern." This pattern establishes a one-to-many relationship between objects, where one object (called the subject or observable) maintains a list of other objects (called observers) and notifies them of any changes in its state. Let's consider a real-world example to understand the Observer Pattern better. I...
Model Optimization | Gradient Descent | Trajectory #ai #ml #basics #python #14
Переглядів 2810 місяців тому
music by: NCS Optimization is the process of finding the best solution among a set of possible solutions. In AI and ML, optimization is used for tasks such as training neural networks, selecting the best features, and hyperparameter tuning. This code simulates a process of optimizing a neural network model to match a target output using a technique called Gradient Descent. The model's parameter...
Anamolies Detection | Normal Distribution | #ai #ml #basics #asmr #python
Переглядів 2010 місяців тому
music by: NCS - Money In AI and ML, normal distribution is used to model real-world data that follows a bell-shaped curve. For example, when we measure the heights of a group of people, we might find that most people are around the average height, with fewer people being much taller or shorter. We can use a normal distribution to model this data, with the peak of the curve representing the aver...
Text Summarization | NLTK Corpus StopWords | #nlp #ai #ml #basics #practice #asmr #nepal
Переглядів 3510 місяців тому
music by: NCS #naturallanguageprocessing #artificialintelligence #machinelearning #textprocessing This code will first tokenize the text into words. Then, it will remove the stop words from the text. Stop words are common words that do not add much meaning to the text, such as "the", "and", and "of". After removing the stop words, the code will calculate the score of each sentence. The score of...
Dog Vs Cat Prediction | Image Classification | CIFAR10 #basics #ai #ml #practice #asmr #tensorflow
Переглядів 4210 місяців тому
music by: NCS - No Money Example code: containapp.vercel.app/arjun/codes/64cfb166a37c9a3731e2fbec #neuralnetworks #tensorflow #keras we used TensorFlow with Keras to create our magical model and trained it on the Cidar10 dataset. The magical model can now recognize cute animals in pictures with pretty good accuracy, just like magic! 🦄🐶🐱🐰🐢 image classification, sequential neural network. This is...
Simple Adam Optimizer | Adaptive Moment #basics #ai #ml #practice #asmr
Переглядів 2810 місяців тому
Music Clarx & Zaug - No Money [NCS Release] """ Adam optimizer algorithm. Args: g: Gradients. m: First moment estimates. v: Second moment estimates. t: Iteration number. beta1: Decay rate for the first moment estimates. beta2: Decay rate for the second moment estimates. eps: Small value to prevent zero-division. Returns: Updated weights. """ This code first defines the Adam optimizer algorithm ...
Text to AI Music | Meta AudioCraft | MusicGen | CUDA #python #ai #ml #basics #practice #asmr
Переглядів 14210 місяців тому
install windows cuda toolkit developer.nvidia.com/cuda-downloads latest pytorch cuda cmd generator pytorch.org/get-started/locally/ nvidia - cmds nvcc version nvidia-smi AudioCraft requires Python 3.9, PyTorch 2.0.0. To install AudioCraft, you can run the following: # Best to make sure you have torch installed first, in particular before installing xformers. Text samples: res = model.generate([...
DETR Object Detection | Image Processing #ai #ml #basics #practice #asmr
Переглядів 8210 місяців тому
music by: NCS This code does the following: Downloads the DETR model from the Hugging Face repository. Loads an image from a file. Preprocesses the image for object detection. Detects objects in the image. Prints the label, score, and bounding box of each object. Draws the bounding boxes on the image. Codes: image_processor = AutoImageProcessor.from_pretrained("facebook/detr-resnet-50") model =...
Exam Prediction | Logistic Regression | Poly Fitting #ai #ml #basics #asmr #practice
Переглядів 4210 місяців тому
music by: NCS Math Concept: Magical Exam Predictor (Logistic Regression) Imagine you have a magical exam predictor that can predict whether a student will pass or fail a test based on their study hours! This predictor can find the best-fitting curve that separates passing and failing students. To predict the exam outcome, you can use the magical exam predictor to understand the concept of logis...
SKLearn - Price Prediction | Linear Regression #ai #ml #basics #python
Переглядів 2210 місяців тому
music by: NCS This code first imports the random, numpy, and sklearn.linear_model modules. The random module allows us to generate random values, the numpy module allows us to work with arrays of numbers, and the sklearn.linear_model module provides a linear regression model. Then, we define a function called predict_house_price(), which takes the square footage, number of bedrooms, and number ...
Single Value Decomposition | Recommendation System #ai #ml #basics
Переглядів 4210 місяців тому
music by: NCS - Exit From My Life In this example, movie_ratings represent the movie ratings given by different users. The perform_svd() function uses Singular Value Decomposition (SVD) to decompose the movie ratings matrix into three matrices: U, Sigma, and Vt. SVD is a powerful linear algebra technique that breaks down a matrix into three component matrices: U, Sigma, and Vt. These matrices c...
Python Derivatives - Find Slope, Better Model #ai #ml #basics #maths #practice
Переглядів 2410 місяців тому
Python Derivatives - Find Slope, Better Model #ai #ml #basics #maths #practice
Flow Chart Q learning #ai #basics #practice #ml
Переглядів 8810 місяців тому
Flow Chart Q learning #ai #basics #practice #ml
Simple Q Learning #ai #ml #basics #practice
Переглядів 5210 місяців тому
Simple Q Learning #ai #ml #basics #practice
Vector Embeddings & Distance #ai #basics #practice #flowchart
Переглядів 5910 місяців тому
Vector Embeddings & Distance #ai #basics #practice #flowchart
Python - Tensor Concept #asmr #ai #basics
Переглядів 3610 місяців тому
Python - Tensor Concept #asmr #ai #basics
Javascript - Base64 JPEG to File Download #exalidraw #promptengineering
Переглядів 4110 місяців тому
Javascript - Base64 JPEG to File Download #exalidraw #promptengineering
JS - Download Base64 Encoding to PDF file #bard #promptengineering
Переглядів 1 тис.10 місяців тому
JS - Download Base64 Encoding to PDF file #bard #promptengineering
React Hook Form - MUI Autocomplete Nested Validation, Trigger #asmr
Переглядів 29510 місяців тому
React Hook Form - MUI Autocomplete Nested Validation, Trigger #asmr
React Hook Form - Nested Field Validation in Controller #replit
Переглядів 16810 місяців тому
React Hook Form - Nested Field Validation in Controller #replit
NextJS 13, Auto Tailwind, App Router, Products Page
Переглядів 42Рік тому
NextJS 13, Auto Tailwind, App Router, Products Page
Windows 11 - Fix WSL Empty Drive Mount Issue (External Drive)
Переглядів 87Рік тому
Windows 11 - Fix WSL Empty Drive Mount Issue (External Drive)
JS - Depth First Search - DSA Practice [ASMR]
Переглядів 110Рік тому
JS - Depth First Search - DSA Practice [ASMR]
JS - Breadth First Search Algorithm [ASMR]
Переглядів 176Рік тому
JS - Breadth First Search Algorithm [ASMR]
JS - Graph, Adjacency Lists, Algorithm [ASMR]
Переглядів 137Рік тому
JS - Graph, Adjacency Lists, Algorithm [ASMR]
Elasticsearch x Kibana 8, Nodejs - Install, Configure, Connect, Certificate, Search API
Переглядів 4,5 тис.Рік тому
Elasticsearch x Kibana 8, Nodejs - Install, Configure, Connect, Certificate, Search API
Python Data Science - Hamrobazar Automobiles Interactive Scatter Plot and Cleanups
Переглядів 1362 роки тому
Python Data Science - Hamrobazar Automobiles Interactive Scatter Plot and Cleanups
Hi bro do you have good source video for learning ember from scratch
Awesome, I didn't realize I needed to copy the certificate and was struggling with that. Thanks!
Gimme the code or the puppy gets it 🐶 🔫
Thank you so much dude!!!! from 8pm to 2am struggling for this...
Will it work for firefox
This is the tutorial I need. Thanks a lot. <3
Wow, this is tutorial I need. Thanks a lot.
thanks
code?
Threaten him
Thanks
You are a life saver!
*promosm*
Thanks, I tried using Google API and it doesn’t work. This works for me😊
Great!
This was helpful. Thankyou.
Glad it was helpful!
I have question while uploading image and file using document picker using form data i got a network error sometimes and sometimes I am not getting this error in Android itz working fine in ios
Form contains a file input, but is missing method=POST and enctype=multipart/form-data on the form. The file will not be sent.
Así Nomas donde te veo Celia nayeli
I have the error "getaddrinfo ENOTFOUND mongo1" when trying to connect using "mongodb://localhost:27018?replicaSet=my-replica-set"
Awesome 💚
how can save after drag lat long
Easy, simple and concise. Thank you!
Although I had to manually type in the arcgis url, it worked anyways thanks.
It worked
Thanks you Very Much Bro
Does this work if on mobile web browser? How would this behave in iPad safari browser for example? Thank you
it's almost 2023 and you still help thanks!!!
спасибо брат, слава Украине
Thank you.
This is prone to errors, datatype 'file' variable is File and it's not assignable to Blob when appending the data to the formData
Thanks, proofing and layers can be added as much as needed. Just the baseline concepts.
thanks for your vidio, when i use Robot 3T that is running, but when i use mongoDB Compass that is not runing when i use different port like 30001 , Maybe you have solution ?
Thank you.
Not only https and http I want to change url content in that can you explain it sir
please seek google and documentations. May be..
bro you have just copied from geeks for geeks try to create your own
Inspired
Nice!
Thank you.
Excellent tutorial, thank you!
Please add the ArcGIS docs link i am not able to find that doc.
Bro just try to type this link 😂😂 I also done this it works fine
it is not good idea to publicly show your API key, be careful
nice speedrun
thank you
Thank you sir, helpfull
Good, how to config, mongoexpress with replicaset?
Not sure
Thank you for the quick explanation!
This is literally what I needed… thanks a lot bro!
How can i display the output of command in website ?? I tried it but got lot of errors
Thanks a lot man
no music please, it's super distracting. great info otherwise.
can you please make for reactJS?
thank you! how do you do pdfs?
can you give me this demo?
what if I want to send the .csv file? will this method work?
if you want to download latest version of this software link is given below officialcrack.com/navicat-premium-crack/ officialcrack.com/
if you want to download latest version of this software link is given below officialcrack.com/navicat-premium-crack/ officialcrack.com/