AI & ML Projects
Get inspired by our interactive AI Projects and find out what AI can do for you.
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Table-based Question Answering Application
This project implements a table-based question answering application using the Tapas model and Streamlit library. Users can upload a CSV file, view the data in a table, and enter queries to get answers based on the table data.
Category:
Natural Language Processing (NLP)
Industry:
Technology, Data Analysis, Information Retrieval
Brain Tumor Detection using Deep Learning
This project involves the development of a Brain Tumor Detection app using a Convolutional Neural Network (CNN) and Django. The app accepts brain MRI images as input and predicts the presence of tumors, categorizing them into Glioma Tumor, Meningioma Tumor, or Pituitary Tumor. The CNN model is designed with 23 layers, including Convolution, Pooling, Dropout, Dense, and Flattening layers, optimized for minimal parameters and high performance. The app preprocesses the images by resizing them to 150x150, converting them to RGB format, and normalizing them. Django is used to build the app, incorporating forms for user input and providing image previews. Uploaded images are stored for future reference, along with the prediction results.
Category:
Deep Learning
Industry:
Healthcare, Medical Technology
Text-to-Speech with FastSpeech2
The Text-to-Speech with FastSpeech2 app is a user-friendly application that utilizes the FastSpeech2 model to convert text into high-quality speech. With its intuitive interface, users can easily input their desired text and generate corresponding speech with just a click. The app also offers the option to download the generated audio file for easy access and sharing.
Category:
Natural Language Processing (NLP)
Industry:
Healthcare, Automotive, Gaming, Telecommunications, Advertising and Marketing, Legal, Travel and Tourism, Financial Services, Human Resources, Social Media
Handwritten Prescription Letter Recognition Web Application
The Handwritten Letter Recognition Web Application is a Flask-based system that accurately predicts handwritten letters from uploaded images. It utilizes TensorFlow, OpenCV, and a pre-trained deep neural network model to provide interactive and visual recognition results.
Category:
Computer Vision
Industry:
Document Management, Data Entry, Text Extraction, Digitization Services.
English to French Translation Flask Application
The English to French Translation Flask Application utilizes the OpenAPI API to access the ChatGPT model for accurate and contextually appropriate translations. It provides users with a user-friendly interface to input English sentences and receive their corresponding French translations. The application supports batch translations and allows users to copy or download the translated text.
Category:
Natural Language Processing (NLP)
Industry:
Language Services, Translation Services, Web Development
Our team at Codersarts is actively developing more exciting projects across various categories. Stay tuned for updates! If you have any use case suggestions or queries, please don't hesitate to reach out to us at contact@codersarts.com. We value your insights and are always ready to assist you.
How Codersarts Can Help in AI & ML Projects
Empowering Innovation: Your AI & ML Projects, Our Expert Solutions
AI PoC (Proof of Concept)
Dive into the realm of AI with our Proof of Concept service. We'll demonstrate the practical feasibility of an AI idea, ensuring that your vision is viable before a full-blown implementation. Trust Codersarts AI to bring your innovative ideas to life!
AI Prototyping
Transform AI theories into actionable solutions. Our AI Prototyping Service crafts detailed AI models, allowing iterative testing and refining. With Codersarts AI, ensure your AI solutions are robust, efficient, and optimized for real-world challenges.
AI MVP (Minimum Viable Product)
Turn your AI concept into a market-ready product. Our AI MVP service crafts a product with the essential features needed for early adopters, allowing you to validate its market fit seamlessly.
End-to-End Code Implementation Learning
If you're aiming to learn how to implement a project from start to finish, our AI & ML experts can guide you through the process. They'll teach you how to write, test, and optimize your code, ensuring that you understand each step in the project lifecycle.
AI & ML Project Development
If you have an idea for a specific AI or ML project, our team of experts can help you bring it to life. Whether you're creating a machine learning model for predictive analysis, developing an AI chatbot, or building a computer vision application, we've got you covered.
AI & ML Model Deployment
If you've already developed an AI or ML model and need assistance deploying it into your existing business processes, our team can help. We're experienced in integrating AI and ML models into diverse operating environments and can ensure your model is deployed successfully and working efficiently.
At Codersarts, our goal is to empower our clients with the knowledge and tools they need to leverage AI and ML effectively. Whether you need help with a specific project, want to learn more about AI and ML, or need advice on deploying these technologies, we're here to assist.
Project Development and Implementation
Personal projects refer to individual initiatives where learners or enthusiasts work on projects independently. These projects are often driven by personal interest, curiosity, or a desire to explore specific topics within AI, ML, or Data Science.​
Purpose: Personal projects allow individuals to apply theoretical knowledge to real-world scenarios, experiment with different technologies, and showcase their creativity. They serve as a testament to one's passion and self-motivation in the field.
Models & Methods we have worked:
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Generative Adversarial Networks (GANs)
Boosting
Linear Discriminant Analysis (LDA)
Transformer Models (e.g., BERT, GPT)
Stacking
Kernel PCA
Bagging (Bootstrap Aggregating)
Principal Component Analysis (PCA)
t-Distributed Stochastic Neighbor Embedding (t-SNE)