You will get 𝗜𝗰𝗲 𝗖𝗿𝗲𝗮𝗺 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝘄𝗶𝘁𝗵 𝗔𝗜
Project details
𝗜𝗰𝗲 𝗖𝗿𝗲𝗮𝗺 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝘄𝗶𝘁𝗵 𝗔𝗜: 𝗠𝗮𝗴𝗻𝘂𝗺 𝗙𝗮𝗰𝘁𝗼𝗿𝘆
Fine-tuned a YOLOv11 model to detect and classify products on Magnum ice cream production lines with impressive accuracy results!
𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗢𝘃𝗲𝗿𝘃𝗶𝗲𝘄:
• Built a custom dataset from scratch
• Leveraged Roboflow for precise annotation and data management
• Fine-tuned YOLOv11 using Ultralytics framework
• Optimized training with NVIDIA GPU acceleration
𝗠𝗼𝗱𝗲𝗹 𝗖𝗮𝗽𝗮𝗯𝗶𝗹𝗶𝘁𝗶𝗲𝘀 - 𝟰 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻 𝗖𝗮𝘁𝗲𝗴𝗼𝗿𝗶𝗲𝘀:
• Magnum with chocolate coating
• Magnum without chocolate coating
• Magnum ice cream wrapped
• Magnum box packed
The model achieved excellent accuracy across all categories, making it perfect for real-time quality control and production monitoring in manufacturing environments.
𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸:
YOLOv11 (Ultralytics)
Roboflow for dataset management & labeling
NVIDIA GPUs for training acceleration
Custom dataset creation & annotation
FEEL FREE TO CONTACT ME!
Fine-tuned a YOLOv11 model to detect and classify products on Magnum ice cream production lines with impressive accuracy results!
𝗣𝗿𝗼𝗷𝗲𝗰𝘁 𝗢𝘃𝗲𝗿𝘃𝗶𝗲𝘄:
• Built a custom dataset from scratch
• Leveraged Roboflow for precise annotation and data management
• Fine-tuned YOLOv11 using Ultralytics framework
• Optimized training with NVIDIA GPU acceleration
𝗠𝗼𝗱𝗲𝗹 𝗖𝗮𝗽𝗮𝗯𝗶𝗹𝗶𝘁𝗶𝗲𝘀 - 𝟰 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻 𝗖𝗮𝘁𝗲𝗴𝗼𝗿𝗶𝗲𝘀:
• Magnum with chocolate coating
• Magnum without chocolate coating
• Magnum ice cream wrapped
• Magnum box packed
The model achieved excellent accuracy across all categories, making it perfect for real-time quality control and production monitoring in manufacturing environments.
𝗧𝗲𝗰𝗵 𝗦𝘁𝗮𝗰𝗸:
YOLOv11 (Ultralytics)
Roboflow for dataset management & labeling
NVIDIA GPUs for training acceleration
Custom dataset creation & annotation
FEEL FREE TO CONTACT ME!
AI Development Type
Deep Learning, Model TuningAI Tools
Keras, OpenCV, PyTorch, TensorFlowAI Development Language
PythonWhat's included $100
These options are included with the project scope.
$100
- Delivery Time 10 days
- Number of Revisions 10
- AI Model Integration
- Detailed Code Comments
- Model Documentation
- Source Code
About Muhammad
Machine & Deep Learning Expert
Faisalabad, Pakistan - 4:27 pm local time
I'm Anique, As a passionate data science professional, I specialize in transforming complex data challenges into innovative solutions using advanced machine learning and deep learning techniques. With two years of hands-on experience, I have successfully delivered multiple complex projects that demonstrate my expertise in developing cutting-edge AI solutions.
My core competencies include:
Machine Learning Algorithm Development
Deep Learning Model Design
Data Analysis and Visualization
Predictive Modeling
Neural Network Architecture
Python Programming
TensorFlow and PyTorch Implementation
Statistical Analysis
I pride myself on my ability to:
Translate complex technical concepts into actionable insights
Develop robust and efficient data-driven solutions
Work collaboratively with cross-functional teams
Deliver high-quality results within specified timelines
Whether you need advanced predictive models, intelligent data analysis, or sophisticated machine learning algorithms, I am committed to helping you achieve your project goals with precision and innovation.
Steps for completing your project
After purchasing the project, send requirements so Muhammad can start the project.
Delivery time starts when Muhammad receives requirements from you.
Muhammad works on your project following the steps below.
Revisions may occur after the delivery date.
train the model
yes, train the model