Abstract: Example implementations described herein are directed to systems, methods, and computer programs for publishing videos, which can involve publishing a video for public access; processing the publically accessible published video with an algorithm configured to detect a policy violation, the policy violation comprising audio keywords or visual depictions indicated as a policy violation; and for the processing indicative of the policy violation existing in a video beyond a threshold for a specified period of time, setting a status of the video as being demonetized while maintaining the published video as publically accessible.

Abstract: Example implementations described herein are directed to systems, methods, and computer programs for the management of broadcasting image data for policy violations, which can include retrieving image data from memory for transmission to a device; processing the retrieved image data with a machine learning algorithm configured to detect a policy violation; for the processing indicative of the policy violation existing in the retrieved image data: modifying the retrieved image data; and transmitting the retrieved image data to the device.

Abstract: Example implementations described herein are directed to systems, methods, and computer programs for the management of live or streaming broadcasts for policy violations, which can include buffering a live stream broadcast, processing the buffered live stream broadcast with one or more processors configured with a machine learning algorithm for detecting a policy violation, and for the processing indicative of the policy violation existing in the buffered live stream broadcast, causing the buffered live stream broadcast to be modified. Such policy violations can include nudity, hate speech, copyright infringement, age inappropriate content and other violations in accordance with the desired implementation.

Abstract: Example implementations described herein are directed to systems, methods, and computer programs for the management of live or streaming broadcasts for policy violations, which can include buffering a live stream broadcast, processing the buffered live stream broadcast with one or more processors configured with a machine learning algorithm for detecting a policy violation, and for the processing indicative of the policy violation existing in the buffered live stream broadcast, causing the buffered live stream broadcast to be modified. Such policy violations can include nudity, hate speech, copyright infringement, age inappropriate content and other violations in accordance with the desired implementation.

Abstract: Example implementations described herein are directed to systems, methods, and computer programs for the management of live or streaming broadcasts for policy violations, which can include buffering a live stream broadcast, processing the buffered live stream broadcast with one or more special purpose hardware processors configured with a machine learning algorithm for detecting a policy violation, and for the processing indicative of the policy violation existing in the buffered live stream broadcast, causing the buffered live stream broadcast to be modified. Such policy violations can include nudity, hate speech, copyright infringement, age inappropriate content and other violations in accordance with the desired implementation.

Abstract: Example implementations described herein are directed to systems, methods, and computer programs for the management of live or streaming broadcasts for policy violations, which can include buffering a live stream broadcast, processing the buffered live stream broadcast with one or more special purpose hardware processors configured with a machine learning algorithm for detecting a policy violation, and for the processing indicative of the policy violation existing in the buffered live stream broadcast, causing the buffered live stream broadcast to be modified. Such policy violations can include nudity, hate speech, copyright infringement, age inappropriate content and other violations in accordance with the desired implementation.