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I will build a custom image classification model using deep learning
Machine Learning and Computer Vision Engineer
I’m a Computer Science graduate specializing in Machine Learning, Deep Learning, and Computer Vision. I help startups, businesses, and software teams build practical AI solutions for data, image, and ...
About this Gig
Need to automatically classify images into different categories?
I will build a custom image classification model using deep learning and your dataset, tailored to your project requirements.
Whether you need binary or multiclass image classification, I can develop a practical solution with model training, evaluation, and image prediction.
What I can provide
- Custom image classification model
- CNN-based classification
- Transfer learning
- Custom dataset training
- Image preprocessing & augmentation
- Model training & evaluation
- Confusion matrix & classification metrics
- Image prediction
Deliverables
- Trained classification model
- Complete source code
- Preprocessing pipeline
- Evaluation results
- Confusion matrix & classification report
- Sample predictions
- Inference script
- Documentation
I work primarily with TensorFlow/Keras, PyTorch, OpenCV and other suitable tools based on your requirements.
Model performance depends on dataset quality, class balance, image diversity, labeling, and task complexity, so I do not guarantee a specific accuracy before reviewing your data.
Have a custom image dataset? Send me a sample and your required classes before ordering so I can confirm the Project Scope.
Other Data Science & ML Services I Offer
FAQ
What type of image classification projects do you handle?
I can build custom binary or multiclass image classification models for different types of image datasets, depending on the project requirements and dataset quality.
Can you train the model on my custom dataset?
Yes. You can provide your own labeled image dataset, and I can prepare the data, train the classification model, evaluate its performance, and provide the agreed deliverables.
Can you work with multiple image classes?
Yes. The number of classes depends on your dataset and selected package. Please provide the class list so I can confirm the scope before ordering.
Which technologies do you use?
I primarily work with Python, TensorFlow/Keras, PyTorch, OpenCV, NumPy, and other suitable tools depending on the project.
Can you use CNN or transfer learning?
Yes. I can use CNN-based approaches and transfer learning when appropriate for the dataset and classification task
Will you provide the source code?
Source code is included in the appropriate packages. Please check the package details or contact me if you need a specific code structure.
Will you provide an inference or prediction script?
An inference script can be included depending on the selected package or added as an extra.
Can you provide evaluation results?
Yes. Depending on the package, evaluation can include metrics, classification reports, confusion matrices, and sample predictions.
Can you guarantee a specific accuracy?
No. Model performance depends on factors such as dataset quality, class balance, image diversity, labeling quality, and task complexity. I can evaluate and improve the model based on the available data, but I do not guarantee a specific accuracy before reviewing the dataset.
10. What should I send before ordering?
Please send a sample of your dataset, the required classes, and a brief description of your desired outcome. I will review the requirements and confirm the scope before you order.
