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Logo Detection

This repository containes the code for the Logo Detection in Video Project

OCI AI Vision to detect a logo

In this demo OCI AI Vision Service is used to detect the presence of a logo inside a Video

Tools used

  • OpenCV (cv2)
  • OCI AI Vision Service, for Object Detection
  • OCI Data Labelling Service (DLS)

Data Labelling

Around 140 images, stored in a bucket in the Object Storage, have been labelled using OCI DLS

ML Model

OCI AI Vision has been used. A model has been trained on the labelled dataset for 8 hrs.

Metrics from the Model

Metric. Value
mAP@0.5 0.9038
Precision 0.9886
Recall 0.8978

Demo

The main NoteBook for the demo is here

To simplify the code using OCI AI Vision SDK, a Python class has beeen provide. See: oci_vision_utilities