I will train a custom image classification, deep learning model

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Paquistão

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Machine Learning Engineer and Computer Vision Specialist

I'm an AI/ML Engineer specializing in Applied Machine Learning, Computer Vision and Deep Learning. I build custom AI solutions for object detection, tracking, image classification, segmentation, and p...
Sobre este Serviço

Need an image classification model trained on your custom dataset?

I build and fine-tune deep learning models for image classification using PyTorch and TensorFlow, focusing on reliable evaluation and reproducible results.

What I offer:

  • Custom image classification models
  • CNN-based architectures
  • ResNet and EfficientNet fine-tuning
  • Transfer learning
  • Dataset preprocessing and augmentation
  • Hyperparameter optimization
  • Training and validation
  • Confusion matrix and classification reports
  • Model export and inference scripts

Model evaluation includes:

  • Accuracy
  • Precision and Recall
  • F1-score
  • Confusion Matrix
  • ROC-AUC (where applicable)

Deliverables:

  • Trained model weights
  • Complete Python training code
  • Evaluation report
  • Inference implementation
  • Documentation

I select the architecture based on your dataset, computational resources, and target performance instead of blindly choosing the most complex model.

Send me your dataset details before ordering, and let's build the right classification solution.

Especialidade:

processamento de imagem

•

Feature learning

Linguagem de programação:

Python

•

SQL

•

Colab

•

JAVA

APIs:

IA de Visão Computacional da Microsoft

Ferramentas:

caderno Jupyter

•

OpenNN

•

fluxo tensor

•

Excel

•

CVAT

•

Colab

Frameworks:

Scikit-learn

•

DeepPy

•

keras

•

PyTorch

•

Panda

•

fluxo tensor

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