You will get Image Classification project using Deep Learning | Computer Vision
Project details
Accurate and Efficient Image Classification Using Deep Learning
Leverage the power of deep learning to classify images accurately and efficiently. Whether you need to classify species of flowers, breeds of dogs, or other categories, I offer comprehensive image classification solutions using CNNs and transfer learning.
What is Image Classification?
• Identifying the object (class) in an image. This project focuses solely on Image Classification, not Object Detection or Image Segmentation.
Tools and Technologies:
• Frameworks: PyTorch, TensorFlow, Keras for model building and training.
• Data Handling: Pandas, NumPy for efficient data processing.
• Environment: Google Colab for running Jupyter Notebooks.
Services Offered:
1) Initial Consultation to understand your needs.
2) Data Collection if necessary.
3) Data Preparation and Augmentation.
4) Model Training and Optimization.
5) Model Evaluation and Validation.
Deliverables:
• A zip file containing:
• Jupyter Notebook
• Model file
• Documentation (depending on the tier)
Note: Contact me before purchasing to discuss your project requirements.
Leverage the power of deep learning to classify images accurately and efficiently. Whether you need to classify species of flowers, breeds of dogs, or other categories, I offer comprehensive image classification solutions using CNNs and transfer learning.
What is Image Classification?
• Identifying the object (class) in an image. This project focuses solely on Image Classification, not Object Detection or Image Segmentation.
Tools and Technologies:
• Frameworks: PyTorch, TensorFlow, Keras for model building and training.
• Data Handling: Pandas, NumPy for efficient data processing.
• Environment: Google Colab for running Jupyter Notebooks.
Services Offered:
1) Initial Consultation to understand your needs.
2) Data Collection if necessary.
3) Data Preparation and Augmentation.
4) Model Training and Optimization.
5) Model Evaluation and Validation.
Deliverables:
• A zip file containing:
• Jupyter Notebook
• Model file
• Documentation (depending on the tier)
Note: Contact me before purchasing to discuss your project requirements.
Machine Learning Tools
Keras, Python, PyTorch, TensorFlowWhat's included
| Service Tiers |
Starter
$30
|
Standard
$40
|
Advanced
$70
|
|---|---|---|---|
| Delivery Time | 7 days | 7 days | 9 days |
Number of Revisions | 1 | 1 | 1 |
Model Validation/Testing | |||
Model Documentation | - | - | - |
Data Source Connectivity | - | - | - |
Source Code |
Optional add-ons
You can add these on the next page.
Additional Revision
+$10
Model Documentation
(+ 2 Days)
+$10Frequently asked questions
About Bruno
Machine Learning Engineer | AI Specialist | Data Scientist
Rio de Janeiro, Brazil - 5:39 pm local time
🔍 𝗪𝗵𝗮𝘁 𝗜 𝗢𝗳𝗳𝗲𝗿:
🧠 𝑫𝒆𝒆𝒑 𝑳𝒆𝒂𝒓𝒏𝒊𝒏𝒈 𝑬𝒙𝒑𝒆𝒓𝒕𝒊𝒔𝒆: Proficient in designing, training, and optimizing deep neural networks for general tasks and convolutional neural networks (CNNs) for image classification tasks.
📈 𝑪𝒐𝒎𝒑𝒓𝒆𝒉𝒆𝒏𝒔𝒊𝒗𝒆 𝑷𝒓𝒐𝒋𝒆𝒄𝒕 𝑴𝒂𝒏𝒂𝒈𝒆𝒎𝒆𝒏𝒕: Skilled in managing end-to-end machine learning projects, ensuring high-quality results and client satisfaction.
💻 𝑻𝒆𝒄𝒉𝒏𝒊𝒄𝒂𝒍 𝑷𝒓𝒐𝒇𝒊𝒄𝒊𝒆𝒏𝒄𝒚: Advanced knowledge of Python, PyTorch, TensorFlow, and data preprocessing techniques.
📊 𝑫𝒂𝒕𝒂 𝑨𝒏𝒂𝒍𝒚𝒔𝒊𝒔 𝑺𝒌𝒊𝒍𝒍𝒔: Strong capability in analyzing large datasets to extract meaningful insights and drive data-driven decisions.
📌 𝗞𝗲𝘆 𝗣𝗿𝗼𝗷𝗲𝗰𝘁𝘀:
📊 𝑩𝒍𝒐𝒈 𝑷𝒐𝒔𝒕 𝑷𝒓𝒐𝒋𝒆𝒄𝒕: Conducted an in-depth analysis of the Stack Overflow 2022 Developer Survey data. Explored relationships between educational levels and various aspects of IT jobs, utilizing advanced data visualization techniques and statistical analysis to uncover actionable insights that help stakeholders make informed decisions.
🗺️ 𝑳𝒂𝒏𝒅𝒎𝒂𝒓𝒌 𝑪𝒍𝒂𝒔𝒔𝒊𝒇𝒊𝒄𝒂𝒕𝒊𝒐𝒏 𝑷𝒓𝒐𝒋𝒆𝒄𝒕: Developed a user-friendly web application for identifying landmarks from images using CNNs. The project included building a CNN from scratch and leveraging transfer learning with ResNet152, achieving high accuracy in landmark identification.
🚴 𝑩𝒊𝒌𝒆 𝑺𝒉𝒂𝒓𝒊𝒏𝒈 𝑫𝒆𝒎𝒂𝒏𝒅 𝑷𝒓𝒆𝒅𝒊𝒄𝒕𝒊𝒐𝒏 𝑷𝒓𝒐𝒋𝒆𝒄𝒕: Predicted bike sharing demand using historical usage patterns and weather data, resulting in improved resource allocation and increased operational efficiency. Employed data acquisition, model training, and evaluation techniques to create accurate predictive models.
🛠️ 𝗧𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗦𝗸𝗶𝗹𝗹𝘀:
💡 𝑷𝒓𝒐𝒈𝒓𝒂𝒎𝒎𝒊𝒏𝒈 𝒂𝒏𝒅 𝑭𝒓𝒂𝒎𝒆𝒘𝒐𝒓𝒌𝒔: Advanced in Python, PyTorch, TensorFlow.
🔧 𝑫𝒂𝒕𝒂 𝑯𝒂𝒏𝒅𝒍𝒊𝒏𝒈 𝒂𝒏𝒅 𝑷𝒓𝒆𝒑𝒓𝒐𝒄𝒆𝒔𝒔𝒊𝒏𝒈: Expertise in data augmentation, normalization, and preparation techniques to enhance model performance.
📊 𝑫𝒂𝒕𝒂 𝑨𝒏𝒂𝒍𝒚𝒔𝒊𝒔 𝑻𝒐𝒐𝒍𝒔: Proficient in data analysis tools and libraries such as Pandas, NumPy, and Matplotlib, enabling effective analysis and visualization of complex datasets.
📚 𝗘𝗱𝘂𝗰𝗮𝘁𝗶𝗼𝗻:
🎓 𝑩𝒂𝒄𝒉𝒆𝒍𝒐𝒓'𝒔 𝑫𝒆𝒈𝒓𝒆𝒆 𝒊𝒏 𝑪𝒐𝒎𝒑𝒖𝒕𝒆𝒓 𝑺𝒄𝒊𝒆𝒏𝒄𝒆 (Expected August 2027) - Estácio
🏅 𝑨𝑾𝑺 𝑨𝑰 & 𝑴𝑳 𝑺𝒄𝒉𝒐𝒍𝒂𝒓𝒔𝒉𝒊𝒑 𝑷𝒓𝒐𝒈𝒓𝒂𝒎 - Udacity
🔬 𝑩𝒂𝒄𝒉𝒆𝒍𝒐𝒓'𝒔 𝑫𝒆𝒈𝒓𝒆𝒆 𝒊𝒏 𝑪𝒉𝒆𝒎𝒊𝒔𝒕𝒓𝒚 (Incomplete) - Fluminense Federal University
🌟 𝗪𝗵𝘆 𝗖𝗵𝗼𝗼𝘀𝗲 𝗠𝗲?
I am committed to delivering high-quality, efficient, and innovative solutions tailored to meet your specific needs. My approach combines technical expertise with a deep understanding of client requirements, ensuring projects are completed on time and within budget. Let’s work together to bring your vision to life and achieve exceptional results.
📞 𝗟𝗲𝘁’𝘀 𝗖𝗼𝗻𝗻𝗲𝗰𝘁:
Ready to leverage cutting-edge AI solutions for your next project? Let's collaborate to achieve your goals with innovative and effective AI-driven strategies. Send me a message, and let's bring your vision to life!
Steps for completing your project
After purchasing the project, send requirements so Bruno can start the project.
Delivery time starts when Bruno receives requirements from you.
Bruno works on your project following the steps below.
Revisions may occur after the delivery date.
Conversation with the client