I will develop a plant disease, medical image, or product classification ai system
Experienced in ML, image classification, detection, CNN, ResNet, Pytorch, AI Mod
About this Gig
Do you need a domain-specific computer vision system with flawless accuracy? I specialize in developing advanced AI systems tailored for high-stakes industries, including agricultural plant disease diagnostics, specialized medical image evaluation, and e-commerce product classification. Specialized imagery requires dedicated expertise, and I deliver models designed for nuanced feature detection.
Using custom transfer learning techniques and deep convolutional neural networks, I build systems capable of detecting fine-grained differences, such as leaf lesions, tissue anomalies, or micro product features. I focus heavily on reducing false negatives and false positives, ensuring your model meets demanding professional standards.
What's included: robust preprocessing of specialized images, training logs, confusion matrix calculations, validation graphs, and clean, modular Python inference code. Bring your specialized dataset, and let's transform it into an elite automated vision solution. Get in touch today to discuss your technical specifications!
Programming language:
Python
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R
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MATLAB
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SQL
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MLflow
Frameworks:
Scikit-learn
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DeepPy
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Google ML Kit
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SimpleCV
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PyTorch
Other Data Science & ML Services I Offer
FAQ
Can you handle complex medical image formats like DICOM?
Yes, I can preprocess and extract frames from DICOM, TIFF, or high-resolution specialized image formats.
How do you handle severe class imbalances in datasets?
I use weighted loss functions, focal loss, and strategic oversampling to ensure minority classes are classified accurately.
Do you offer API development for model integration?
Yes, the Premium package includes building a complete FastAPI or Flask wrapper for smooth software integration.
