Product Image Classification AI Model - 18/11/2025 12:39 EST
Budget: $250 – $750 USD
I’m looking for an AI developer who can build a robust image-recognition system that classifies product photos into their correct categories. The goal is simple: when I feed the model a product image—shoes, electronics, cosmetics, you name it—it should instantly return the right label with high confidence.
Here’s the flow I have in mind: you design and train a convolutional neural network (or a transformer-based vision model if it suits the task better), fine-tune it on the dataset I’ll provide, and wrap the result in a lightweight REST or GraphQL API so it can slot straight into our existing backend. You’re free to work in PyTorch or TensorFlow/Keras; accuracy, speed and clean, documented code matter more to me than the choice of framework.
Deliverables
• A trained, version-controlled model ready for production
• Inference script or dockerised API endpoint with installation instructions
• Brief report outlining architecture, training process and achieved metrics
If you’ve shipped image-classification models for e-commerce before and can point to results, let’s talk.
Here’s the flow I have in mind: you design and train a convolutional neural network (or a transformer-based vision model if it suits the task better), fine-tune it on the dataset I’ll provide, and wrap the result in a lightweight REST or GraphQL API so it can slot straight into our existing backend. You’re free to work in PyTorch or TensorFlow/Keras; accuracy, speed and clean, documented code matter more to me than the choice of framework.
Deliverables
• A trained, version-controlled model ready for production
• Inference script or dockerised API endpoint with installation instructions
• Brief report outlining architecture, training process and achieved metrics
If you’ve shipped image-classification models for e-commerce before and can point to results, let’s talk.