Merge branch 'new_idea' into 'main'

Enhanced Media Experience with AI-Powered Commercial Detection and Replacement Idea added

See merge request gsoc/gsoc.beagleboard.io!25

ideas/index.rst

@@ -143,6 +143,27 @@ Ideas
 
       :fab:`discourse;pst-color-light` Discuss on forum
 
+.. card:: Enhanced Media Experience with AI-Powered Commercial Detection and Replacement
+
+   :fas:`brain;pst-color-secondary` Deep Learning :bdg-success:`Medium complexity` :bdg-success-line:`350 hours`
+   
+   ^^^^
+
+   Leveraging the capabilities of BeagleBoard’s powerful processing units, the project will focus on creating a real-time, efficient solution that enhances media consumption experiences by seamlessly integrating custom audio streams during commercial breaks.
+
+   | **Goal:** Build a deep learning model, training data set, training scripts, and a runtime for detection and modification of the video stream.
+   | **Hardware Skills:** Ability to capture and display video streams using `Beagleboard ai-64 <https://www.beagleboard.org/boards/beaglebone-ai-64>`_
+   | **Software Skills:** `Python <https://www.python.org/>`_, `TensorFlow <https://www.tensorflow.org/>`_, `TFlite <https://www.tensorflow.org/lite>`_, `Keras <https://www.tensorflow.org/guide/keras>`_, `GStreamer <https://gstreamer.freedesktop.org/>`_, `OpenCV <https://opencv.org/>`_
+   | **Possible Mentors:** `Jason Kridner <https://forum.beagleboard.org/u/jkridner>`_, `Deepak Khatri <https://forum.beagleboard.org/u/lorforlinux>`_
+
+   ++++
+
+   .. button-link:: https://forum.beagleboard.org/t/enhanced-media-experience-with-ai-powered-commercial-detection-and-replacement/37358
+      :color: danger
+      :expand:
+
+      :fab:`discourse;pst-color-light` Discuss on forum
+
 .. button-link:: https://forum.beagleboard.org/tag/gsoc-ideas
    :color: danger
    :expand: