You will get Image Captioning System with Interface
Project details
What I Offer
Custom Image Captioning Model:
Implementation of an encoder-decoder architecture using the latest AI techniques.
Pre-trained InceptionV3 as the encoder to extract rich visual features.
Transformer as the decoder for generating coherent, context-aware captions.
Accurate and Contextual Captioning:
Generate captions that are both descriptive and contextually appropriate.
Designed for a wide range of applications, from e-commerce to accessibility solutions.
Optimized Workflow:
Seamless integration of Keras and TensorFlow for efficient model training and deployment.
Scalable and adaptable for various datasets and requirements.
Deliverables:
Fully trained and tested model with customizations as per your requirements.
User guide and implementation instructions for smooth deployment.
Optional: Integration with APIs or your existing systems for real-time captioning.
Tech Stack
Frameworks: TensorFlow, Keras
Models Used: InceptionV3 (Encoder), Transformer (Decoder)
Tools: Python, Jupyter Notebook
Libraries: NumPy, Pandas, Matplotlib, Hugging Face Transformers
Custom Image Captioning Model:
Implementation of an encoder-decoder architecture using the latest AI techniques.
Pre-trained InceptionV3 as the encoder to extract rich visual features.
Transformer as the decoder for generating coherent, context-aware captions.
Accurate and Contextual Captioning:
Generate captions that are both descriptive and contextually appropriate.
Designed for a wide range of applications, from e-commerce to accessibility solutions.
Optimized Workflow:
Seamless integration of Keras and TensorFlow for efficient model training and deployment.
Scalable and adaptable for various datasets and requirements.
Deliverables:
Fully trained and tested model with customizations as per your requirements.
User guide and implementation instructions for smooth deployment.
Optional: Integration with APIs or your existing systems for real-time captioning.
Tech Stack
Frameworks: TensorFlow, Keras
Models Used: InceptionV3 (Encoder), Transformer (Decoder)
Tools: Python, Jupyter Notebook
Libraries: NumPy, Pandas, Matplotlib, Hugging Face Transformers
Machine Learning Tools
Keras, NumPy, OpenCV, pandas, Python, Python Scikit-Learn, scikit-learn, TensorFlowWhat's included $20
These options are included with the project scope.
$20
- Delivery Time 2 days
- Number of Revisions 1
Optional add-ons
You can add these on the next page.
Source Code
(+ 1 Day)
+$10
Explaination
(+ 1 Day)
+$10About Rahul
Data Science
Dehra Dun, India - 9:25 am local time
What I Bring to the Table
Expertise in Python, C++, and SQL: Proficient in crafting efficient and scalable code for machine learning models and data analysis.
Hands-On Machine Learning Experience:
Developed a Facial Expression Recognition System, achieving 70% accuracy with TensorFlow.
Built a robust NLP-based Mental Health Analysis Tool with 91% accuracy.
Created an Image Captioning System combining InceptionV3 and Transformer models, delivering rich and contextual captions.
Data Analytics & Visualization: Skilled in Tableau for uncovering actionable insights from complex datasets.
Deep Learning Knowledge: Advanced understanding of PyTorch, Keras, and TensorFlow to develop high-performing models.
Strong Problem-Solving Abilities: Experienced in analyzing challenging problems, breaking them into manageable tasks, and delivering results effectively.
Why I’m the Best Fit
Teaching & Collaboration: I have experience explaining complex concepts in an easy-to-understand manner, making me an excellent mentor for anyone new to machine learning.
Practical Approach: My focus isn’t just on theory—I emphasize hands-on projects to ensure real-world applicability.
Structured Learning Path: I believe in a well-defined approach to learning, breaking down topics into manageable steps while ensuring clarity and retention.
Passion for Data: I’m passionate about turning data into meaningful solutions and love sharing this enthusiasm with others.
Let’s Work Together!
Whether you’re starting from scratch or looking to enhance your machine learning skills, I’m here to help you achieve your goals through practical and engaging sessions. Feel free to reach out, and let’s create something impactful together!
Steps for completing your project
After purchasing the project, send requirements so Rahul can start the project.
Delivery time starts when Rahul receives requirements from you.
Rahul works on your project following the steps below.
Revisions may occur after the delivery date.
Working
Working in project and deploy it.
Deliver