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I will build CNN image classification models with tensorflow
I will build CNN image classification models with TensorFlow
Greetings,I am a machine learning engineer who turns raw data into reliable, production-ready models using Python, TensorFlow . My work covers predictive modeling with regression, classification and c...
Acerca de este Servicio
Have a labeled image dataset and need a model that classifies it accurately? I build custom CNN image classification models in Python using TensorFlow and Keras, delivered as clean, working code.
WHAT I DO
I prepare your images, train a CNN, and evaluate it with accuracy, precision, recall and F1-score. Higher packages add data augmentation, tuning and a confusion matrix.
WHAT YOU GET
A well-commented Jupyter Notebook and the trained model file. Standard adds a short report. Premium adds a detailed report, a script to predict on new images and a transfer learning comparison.
WHAT I NEED FROM YOU
A labeled dataset (images in class folders), the number of classes, and what the model should predict.
PLEASE NOTE
I work on image classification only, not object detection or segmentation. Accuracy depends on your data quality, so I cannot promise a fixed number, but I will share honest results.
Message me before ordering with a short description of your dataset and I will confirm the best package.
Lenguaje de programación:
Python
•
MATLAB
•
SQL
•
Colab
Marcos:
Scikit-learn
•
keras
•
PyTorch
•
Panda
API:
Otros
Herramientas:
Jupyter Notebook
•
TensorFlow
•
Colab
Mi porfolio
Otros servicios de Ciencia de datos y aprendizaje automático que ofrezco
FAQ
Q1: What do I need to provide to get started?
A1: A labeled dataset with images sorted into one folder per class, the number of classes, and what you want the model to predict. If your images are not labeled yet, message me before ordering.
Q2: What accuracy will my model achieve?
A2: Accuracy depends on the quality, size and balance of your data, so I cannot promise a fixed number. I will train and tune the model for the best possible result and share all evaluation metrics honestly.
Q3: Do you collect or provide the images?
A3: No. The dataset must come from you. I handle preparation, training, evaluation and delivery of the model.
Q4: In what format will I receive the files?
A4: You get a well-commented Jupyter Notebook (.ipynb) and the trained model file Standard and Premium also include a report in PDF format.
Q5: Do you do object detection or deployment?
A5: I specialize in CNN image classification only. Object detection, segmentation and cloud deployment are not included. Message me if you are unsure whether your project fits.
