I will build and train models in CNN ml and deep learning

Machine Learning & Deep Learning Model Training

I provide professional machine learning and deep learning model development and training services for AI and computer vision projects.

Models I Can Train

• Convolutional Neural Networks (CNN)
• ResNet, VGG, EfficientNet
• U-Net and other segmentation models
• Image Classification Models
• Object Detection Models
• Regression and Classification Models
• Transfer Learning Models
• Custom Deep Learning Architectures

Services I Provide

• Data preprocessing and cleaning
• Image preprocessing and augmentation
• Model development and architecture design
• Model training and validation
• Hyperparameter tuning
• Loss function optimization
• Transfer learning and fine-tuning
• Model evaluation and performance analysis
• Accuracy, Precision, Recall, F1-score and IoU evaluation
• Overfitting and underfitting analysis
• Model performance optimization

Technologies

• Python
• PyTorch
• TensorFlow / Keras
• Scikit-learn
• NumPy
• Pandas
• OpenCV
• Matplotlib

I focus on developing reliable and well-trained models based on your dataset and project requirements, with proper preprocessing, validation, evaluation, and performance optimization.