REST API for identifying brand logos in unlabeled social media photos, built with a retrained TensorFlow Inception V3 model.
Originated from a GapJumpers coding challenge — build a CNN that can identify Nike vs. Altra logos in untagged social media photos.
Nike logo identified in social media photo
Altra logo identified in social media photo
How it works:
- Transfer learning from Inception V3 to identify brand logos
- Flask API serving predictions
- Companion Go implementation of both the API and model inference
Tech: Python, Flask, Go, TensorFlow