Deep Learning2020 – 2021ML Engineer
Neural Style Transfer
Inception v4 artistic transfer between image pairs
Neural-style transfer using Inception v4 so two images can be combined — framed as a tool for artists mixing historical references with recent work.
The Problem & Engineering Constraint
The Core Challenge
Style transfer needs a deep feature backbone that can separate content from texture without a custom dataset per artist.
Technical Architecture & Approach
Engineering Solution & Implementation
Inception v4 in TensorFlow with SciPy / Matplotlib / NumPy around the transfer loop.
Measured Production Impact
Verified Outcomes & Deliverables
Transfer pipeline for pairing a content image with a style image.
Technologies & Components
System Tooling & Technologies
PythonTensorFlowInception v4SciPyMatplotlibNumPy