Keras işler

Kaggle dan sınıflandırma üzerine bir dataset seçilecek. 1. Size tahsis edilmiş veri setini, tanımlanmış sınıflandırma problemini çözmek için Training, Validation ve Test olmak üzere üçe ayırın. 2. İlk olarak “common sense baseline” denilen ve tasarladığınız modelin yenmesi gereken ve basit bir mantıkla üretilen minimum başarı oranını belirleyin ve açıklayın. 3. Keras ortamında kendinize ait bir Convolutional Neural Network (CNN) modeli tasarlayın. 4. komutuyla modelinizdeki katmanların çıktısını görüntüleyin. 5. Modeli eğitin ve eğitim sırasında Training Loss ve Validation Loss grafiğini ve Training Accuracy ve Validation Accuracy grafiğini çizdirin. Bu grafikten overfitting durumun...

- python dili ile deep learning uygulaması yapılacak. tensorflow ve keras kütüphaneleri kullanılacak. -elimde bazı görüntüler var. bu görüntülerde toplam 5-6 sınıfa ait nesneler var. -resim üzerindeki nesneler sınıflandırılacak.

...advancements Requirements: • Bachelor's or Master's degree in Computer Science, Engineering or related field • Proven experience in developing and deploying AI solutions • Strong understanding of machine learning, deep learning, natural language processing and computer vision • Proficient in programming languages such as Python, Java, C++ and R • Familiarity with AI platforms such as TensorFlow, Keras, PyTorch and scikit-learn • Strong analytical, problem-solving and communication skills • Ability to work collaboratively in a team environment If you have a passion for AI and enjoy working in a fast-paced and dynamic environment, we encourage you to apply for this exciting opportunity with our growing AI company. We offer competitive ...

...AI models using TensorFlow, PyTorch, or Keras to extract relevant information from orthophotos Integrate the GPT-3 API for NLP functionalities and enhanced user interaction Test and optimize the application to ensure it meets user expectations and requirements Deploy the application on a web server or cloud service Create detailed documentation for the application, including user guides and developer information Provide ongoing support and maintenance as needed Requirements: Proven experience in web application development using Python, Flask or Django, and frontend technologies (HTML, CSS, JavaScript, React or Angular) Strong knowledge of CAD libraries, such as FreeCAD or AutoCAD Experience in AI model development using TensorFlow, PyTorch, or Keras Familiarity with the ...

Demo for Face recognition system In this project we are required to provide a demo system to generate face images using a per-train model. Requirements for the project: 1- Assemble a system that takes an input image and produces an output image using a per-train model. 2- The project requires writing program files with TensorFlow, Keras, and Python. There are already existing files that I made long ago that you can use and modify or write your own. 3- You may provide a webcam system that can capture real-time images and generate them using a per-train system. 4- Provide a landmark detection foe the generated image. The T-GAN model is used in this project. It is not necessary to download or modify the T-GAN model or develop a method or integrate a method into the existing TP-GAN. ...

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...PERM dataset ( single class) Model 2 used pre-trained from model 1 to train new class (PRIM dataset). The output should be ( two classes, PERM & PRIM). Model 3 used pre-trained from model 2 to train new class ( filling). The output after this model should be 3 classes and so on. I want to tackle the problem of catastrophic forgetting. Requirements: 1. Using Mask RCNN or U-Net versions ( TF & Keras) 2. Applied the continual learning approach similar to the attached (Class Incremental Learning) 3. Evaluate the mAP or others and accuracy for each class once we have more than one class. some research papers: - -

...significant amount of data preparation and management. The developer should have experience in preparing and cleaning datasets, as well as managing and storing data. Proficiency in programming languages and AI tools: The developer should be proficient in programming languages commonly used in AI development, such as Python or Java, and should have experience in using AI tools such as TensorFlow, Keras, or PyTorch. Problem-solving and critical thinking skills: Developing an AI model requires problem-solving and critical thinking skills. The developer should be able to identify and troubleshoot issues, as well as suggest and implement solutions. Communication and collaboration skills: The developer should have strong communication and collaboration skills to effectively wo...

Project Overview: The goal of this project is to implement a neural network to predict the Latitude and Longitude based on the data provided in the attached file. The previous freelancer attempted to solve the problem by building a neural network using Python and its popular deep learning libraries such as Keras, TensorFlow, and PyTorch. However, the previous freelancer's approach failed to meet the requirements of the project. The previous freelancer's approach involved using PCA, which didn't work, and there was manual feature selection involved, and he also was not able to use RFE. Task Description: Your task is to review the Python code provided by the previous freelancer, understand what has already been completed, and build upon it to develop a solution that...

...maintenance, as long as the bot's expectation outcome are good and perfect. --------------- QUESTIONS : A. Are you willing to work and sticking around for long term? B. Please list out to me your relevant skills for this job ? C. Please send me the past similar working experience in a screen video record. D. Amongst these python's skill set, please tell me which do you possess and good at ? : Keras TensorFlow R Google Sheets API Selenium WebDriver BeautifulSoup Requests library Pandas Flask (for creating a simple API to interface with the front-end) E. Would you accept $80/bot/script + $10/weekly/run for the bot? The bot's script cost is negotiable, you can bid your price for each task's instruction hence; we'll compare amongst other freelancers. So you ...

We have dozens of python projects because we want to focus AI for our social media platform app. The job are : - Developing user interface - Making automation (Script's cost is negotiable, 10$/weekly run it once a week or more) - And more Works may includes natural language proces...term? b. Would you accept $50-$80/bot/script + $10/weekly/run for the bot? The bot's script cost is negotiable, you can bid your price for each task's instruction hence; we'll compare amongst other freelancers. So you must read the automation's instruction firstly. c. Please list out to me your relevant skills for this job ? Amongst these python's skill set, please tell me which are you good at ? Keras TensorFlow R Google SheetAPI Selenium WebDriver BeautifulSoup Pandas Fl...

...debug issues that arise with the software. • Stay up-to-date with the latest developments in AI technology. Qualifications: • Bachelor’s or Master’s degree in Computer Science, Engineering or related field. • At least 5 years of experience in software development, with a focus on AI. • Strong programming skills in Python and experience working with frameworks such as TensorFlow, PyTorch, and Keras. • Experience in using and connecting the ChatGPT and DALL-E-2 APIs. • Experience in connecting different AI models and integrating data storage and retrieval systems. • Experience in presenting data on the frontend using technologies such as HTML, CSS, and JavaScript. • Strong problem-solving skills and ability to work in a team-ori...

Hi Mostafa E., I have a project regarding Data mining with the use of Keras, would you be interested in helping me?

Hello, I am looking for expert in Deep learning to discuss, answer and explain to me the following points. ...different methods to handle Unbalanced Class problems ? in terms of modifying loss Function and also handle it by using data augmentation techniques. How can we implement that using python ? Also, How can I interpret those solutions mathematically When to use what .. When to use which loss function. .. etc 2. What is the different attention mechanism we can used? 3. How Can I access layers in keras for backbones model ? ex. I need to access some layers in Swin transformer , I need to change the main architecture of those pre-trained model I need those to be explained to me mathematically, coding and theoretically. The budget of the project will be discussed . Th...

need to create the attached losses (or part of them) and train models with attached code and create appropriate discriminator & generator loss functions (notebook skelaton already exists just need to create loss functions and train it

need to create the attached losses (or part of them) and train models with attached code and create appropriate discriminator & generator loss functions and instanciate them and train them accordly

Needing help with downloading programs. I'm using pycharm which has tensorflow and keras. Im wanting to fownload VGG16 a pre-traing program to run fingerprint analysis. Needing help setting up all the programs.

Needing help with downloading programs. I'm using pycharm which has tensorflow and keras. Im wanting to fownload VGG16 a pre-traing program to run fingerprint analysis. Needing help setting up all the programs.

need to create the attached losses (or part of them) and train models with attached code and create appropriate discriminator & generator loss functions and instanciate them and train them accordly

need to create the attached losses (or part of them) and train models with attched code

need to create the attached losses (or part of them) and train models with attached code and create appropriate discriminator & generator loss functions and instanciate them and train them accordly

need to create the attached losses (or part of them) and train models with attched code

We have dozens of python projects because we want to focus AI for our social media platform. The job are : - Developing user interface - Making automation (Script's cost is negotiable, 10$/weekly run it once a week or more) - And more Works may includes natural language processing,...record. c. Would you accept $80/bot/script + $10/weekly/run for the bot? The bot's script cost is negotiable, you can bid your price for each task's instruction hence; we'll compare amongst other freelancers. So you must read the automation's instruction firstly. d. Please list out to me your relevant skills for this job ? Amongst these python's skill set, please tell me which are you good at ? Keras TensorFlow R Google SheetAPI Selenium WebDriver BeautifulSoup Pandas Fla...

W...the script's maintenance, as long as the bot's expectation outcome are good and perfect. ------------------- a. Are you willing to work and sticking around for long term? b. Please list out to me your relevant skills for this job ? c. Please send me the past similar working experience in a screen video record. Amongst these python's skill set, please tell me which do you possess and good at ? : Keras TensorFlow R Google Sheets API Selenium WebDriver BeautifulSoup Requests library Pandas Flask (for creating a simple API to interface with the front-end) d. Would you accept $50/bot/script + $10/weekly/run for the bot? The bot's script cost is negotiable, you can bid your price for each task's instruction hence; we'll compare amongst other freelancers....

Project Title: Paid Ad AI Platform Project Description: We are looking to develop a web-based platform that utilizes artificial intelligence and machine learning to generate high-performing paid ads for online advertising campaigns. The platform will use natural...performance of ads and campaigns -Reinforcement learning algorithms to optimize ad performance towards a specific metric We are looking for an experienced developer with expertise in AI, machine learning, and web development to help us build this platform. The developer will need to have strong skills in programming languages such as Python and experience with frameworks such as TensorFlow and Keras. The developer will need to be available for ongoing maintenance and updates. If you have any further questions, please le...

I have 2 keras models that i trained but not sure of my work what i want is : 1- checking my work any pointing out on mistakes and fixing it 2- creating confusion matrix and classification report

I am looking for someone to code in python an ANN script to work on FX pairs and auto execute in Alpaca ...-need to be able to research existing models and modify or code from scratch 1.1 Import the Libraries- ... 1.2 Load the Dataset. ... 1.3 Split Dataset into X and Y. ... 1.4 Encode Categorical Data– ... 1.5 Split the X and Y Dataset into the Training set and Test set. ... 1.6 Perform Feature Scaling. ... 2. Build Artificial Neural Network 2. Build Artificial Neural Network 2.1 Import the Keras libraries and packages 2.2 Initialize the Artificial Neural Network 2.3 Add the input layer and the first hidden layer 2.4 Add the second hidden layer 2.5 Add the output layer 3. Train the ANN 3.1 Compile the ANN 3.2 Fit the ANN to the Training set 4. Predict the Tes...

My project is to add new custom dataset to the original one Incrementally. For example, I want to add new class while preserving other classes from previous model. The output will be a new class with the origin...Model 1 trained on PERM dataset ( single class) Model 2 used pre-trained from model 1 to train new class (PRIM dataset). The output should be ( two classes, PERM & PRIM). Model 3 used pre-trained from model 2 to train new class ( filling). The output after this model should be 3 classes and so on. I want to tackle the problem of catastrophic forgetting. Requirements: 1. Using Mask RCNN ( TF & Keras) 2. Applied the continual learning approach similar to the attached (class incremental learning) 3. Evaluate the mAP and accuracy for each class once we have mor...

Need to explore different algorithms on a public data set.

We have dozens of python projects because we want to focus AI for our social media platform. Please check our social media platform, in google type in travpart. The job are : - Developing user interface - Making bots (10$/weekly run it) - And ... tensor flow, etc Long term work a. Are you willing to work and sticking around for long term? b. Would you accept $50/bot/script ? $10/weekly/run for the bot? c. Please list out to me your relevant skills for this job ? d. Please send me the past similar working experience in a screen video record. e. Amongst these python's skill set, please tell me which do you possess and good at ? : Keras TensorFlow R Google Sheets API Selenium WebDriver BeautifulSoup Requests library Pandas Flask (for creating a simple API to interface with...

In this project, you will learn and use Python libraries including OpenCV, Scikit-learn, TensorFlow and Keras. Have to write python code of recaptcha and should have familiar using jupyter notebook

We have dozens of python projects because we want to focus AI for our social media platform. Please check our social media platform, in google type in travpart. The job are : - Developing user interface - Making bots (10$/weekly run it) - And ... tensor flow, etc Long term work a. Are you willing to work and sticking around for long term? b. Would you accept $50/bot/script ? $10/weekly/run for the bot? c. Please list out to me your relevant skills for this job ? d. Please send me the past similar working experience in a screen video record. e. Amongst these python's skill set, please tell me which do you possess and good at ? : Keras TensorFlow R Google Sheets API Selenium WebDriver BeautifulSoup Requests library Pandas Flask (for creating a simple API to interface with...

Create a Python script that uses Keras LSTM model with multiple layers and a dataset (CSV file contaning over 2560 previous draws - 6 numbers per line separated by comma) to train and try to predict the next 6 numbers. This is a very simple project and many examples already exist. Sample dataset: 1,20,15,34,20 7,11,25,42,53 ... Samples: (must be modified to similar game that uses 6 numbers of 60).

...implementation of a Neural Network targeting two fields: Latitude, Longitude. I have attached the file for you to use. The goal of this implementation is to predict the Latitude and Longitude based on the data provided in the attached file. Here are the details for the implementation: The Neural Network should be implemented using Python and its popular deep learning libraries such as Keras, TensorFlow or PyTorch. The data provided in the attached file should be used to train the Neural Network. The data should be split into training and test sets to evaluate the performance of the model. The Neural Network should be designed to take a set of inputs (same as ) and make predictions for Latitude and Longitude. The inputs and outputs should be normalized to ensure that

Hi, I am looking to hire an exceptional part time Python programmer that has experience with data science libraries such as TensorFlow, NumPy, SciPy, Pandas, Matplotlib, Keras, SciKit-Learn, PyTorch, Scrapy, BeautifulSoup, NLK, Spacy, etc. to help me build data applications on Streamlit. The candidate should also have prior experience applying NLP algorithms and other AI technologies including making use of Open AI. The candidate should also have experience working in Linux, in an AWS and GCP environment, as well as making use of data science platforms such as Snowflakes and Datalore. Don't hesitate to send me a link to your Github or Youtube.

We have dozens of python projects because we want to focus AI for our social media platform. Please check our social media platform, in google type in travpart. The job are : - Developing user interface - Making bots (10$/weekly run it) - And ... tensor flow, etc Long term work a. Are you willing to work and sticking around for long term? b. Would you accept $50/bot/script ? $10/weekly/run for the bot? c. Please list out to me your relevant skills for this job ? d. Please send me the past similar working experience in a screen video record. e. Amongst these python's skill set, please tell me which do you possess and good at ? : Keras TensorFlow R Google Sheets API Selenium WebDriver BeautifulSoup Requests library Pandas Flask (for creating a simple API to interface with...

using python and any lib you want, I would prefere keras and tensor flow. to build a deep learning AI module, i have the data set, and last, i want it to classifiy all type of terrains in a single pic (for ex. forest and mountain), like in object detection the type any further expliantion contact me.

AI Generated Home Cleaning Training Video We are looking for a developer with experience in AI and deep learning to create an AI generated video for home cleaning training. The video should demonstrate the steps involved in home cleaning and be easy to understand. Requirements: Experience with deep learning frameworks such as TensorFlow, PyTorch, or Keras Knowledge of image recognition and generation techniques using deep learning Ability to collect and use data to train the AI model Ability to generate a video using the trained AI model Ability to evaluate the results and make necessary modifications to improve the video's quality Deliverables: A video demonstrating the steps involved in home cleaning The source code and trained AI model used to generate the video Future up...

Dear All, I need someone to implement solution for classification medical images as multi-label classification , keeping below points 1. The task is multi label classification 2. The dataset is exist in Kaggle 3. The experiments should use pre-trained model for variance of existing models like CNN, transformer, ConvNeXt .. etc 4. Fusing using RNN, LSTM , concatenating , etc ... applying cross validation 6. optimizing the parameters and find solutions if needed. 7. Graphs showing the performance of the different models across loss and showing also variance of performance matric like F1score, AUC , etc . 8. I need this ASAP , the deadline is on 31 Jan 2023 ( will not accept the project if not delivered on time) 9. Budget is fixed = 250$ I need this to be done using keras. ...

Need a app running on web to storage a face detected over opencv over rtsp protocol register with name, estimated age , emotional sense , check ins its to use on backend in the future integrate to custom crm the idea is now start to identify a customers and the IA learn and the app server to connect a camera to push the content a backend app python + opencv + tensorflow + keras its open to any technology attach a example of the backend view

A simple model keras for classification

We are looking for a machine learning specialist to help us train models for image recognition of skin pathologies. The models will be trained on a dataset of 27000 images and will be tested on a validation set. We are looking for someone who has experience with Teachable Machine, TensorFlow, PyTorch, or Keras. If you are familiar with these tools and have experience training models for image recognition, please apply.

...Train and retrain systems. • Implement new ML technologies especially in Speech recognition, Character recognition, Text to speech and Speaker verification applications. Job Requirements • Proven experience as a Data Scientist or ML engineer. • Experience in Speech processing and recognition. • Understanding of machine-learning and deep-learning algorithms. • Experience with TensorFlow , torch, Keras and other ML frameworks. • Understanding Language models and transformers. • Experience in voice and Computer Vision algorithms • Strong knowledge of Python. • Knowledge SQL, C++ is an asset • Excellent communication and presentation skills • BS/BA in Computer Science, Engineering or relevant field; graduate degree in Data Scien...

Script Tajdid Malaysia berterima kasih kepada semua imam di Malaysia kerana kerja keras dan usaha mereka untuk memperkenalkan Islam, dengan menumpukan kepada amalan mulia yang diberikan oleh Allah dan RasulNya kepada kita.

Hi there for Malaysian Malay freelancer Need to record a short video less than one minute Islamic content. Script ; Tajdid Malaysia berterima kasih kepada semua imam di Malaysia kerana kerja keras dan usaha mereka untuk memperkenalkan Islam, dengan menumpukan kepada amalan mulia yang diberikan oleh Allah dan RasulNya kepada kita. ………………….. just a simple video 1 minute or less following the script Need to be done asap Thanks

I want to set up a dev server to play with OPENAI-Server You will have an Ubuntu-Dev-Server to work with to install : OpenAi (pip install openai) OpenAi-Server (git , pip3 install -r ) OpenAI-API (api-key-create) Install RNN and Transformers (pip3 install transformers) Tensor Flow (pip install tensorflow keras), Pytorch (pip install pytorch) and ONNX (pip install onnx) with BERT (pip3 install transformers) Installed - with simple custom form interface to allow import into either Tensorflow, Pytorch or via ONNX a .html page or .pdf file. - Import existing learning models eg: Davinci-3, ChatGPT or others. (Download the text-davinci-003 model from the OpenAI API by following the instructions here: )

i want python developer expert in Tensorflow OpenCV Keras pytorch numpy

hi, I'm looking for someone who knows deep learning technologies and can help with my small non-commercial project. The ideal goal is to demonstrate in the input video (5-10s MPEG-TS/H.264 or H.265 segment) the identification of faces and lips and somehow predict the probability of speaking. The...probability of speaking. The output should therefore be a probability/prediction, e.g. a horizontal curve in the range 0..1, that at a given time some or more people are talking. I have google collab, anaconda with my underpowered GeForce (desktop with Windows) and a Jetson Nano. I am more concerned with consultation, understanding and help with implementation. I have some little experience with keras/tensorflow jobs, ffmpeg, currently experimenting with the dlib library. I don't...

My project is to add new custom dataset to the original one Incrementally. For example, I want to add new class while preserving other classes from previous model. The output will be a new class with the original one. To be clear, I hav...Model 1 trained on PERM dataset ( single class) Model 2 used pre-trained from model 1 to train new class (PRIM dataset). The output should be ( two classes, PERM & PRIM). Model 3 used pre-trained from model 2 to train new class ( filling). The output after this model should be 3 classes and so on. I want to tackle the problem of catastrophic forgetting. Requirements: 1. Using Mask RCNN ( TF & Keras) 2. Applied the continual learning approach similar to the attached 3. Evaluate the mAP and accuracy for each class once we have mor...

Task: There are records of CCTV cameras installed at intersections of traffic streets. You need to write a program (in Python, using Pytorch/TensorFlow-KERAS) which will calculate the number of vehicles by time for each line of these vehicles. The program saves the results in a data file format, where the first column is the time, the second column is the number of vehicles, the third column is the class of transport. That is, it is necessary for the results to be saved as a temporary set of data. Samples of CCTV recordings can be found in (link: ;). PS: It is desirable to write the program in Jupiter Notebook, and it is also desirable to comment each block of code, for example, which subtask is