13154mp4 -
Compressing a 299x299 image frame into a 2048-dimension vector to make the data manageable for AI training.
Layered representations from a CNN (like ResNet50 ) that identify "what" is in the video (e.g., a car, a person). 13154mp4
Large datasets like YouTube-VIS 2019 contain thousands of annotated videos. An "MP4" file named 13154.mp4 would be a specific training instance where deep features (like ResNet or Inception vectors) are extracted for object tracking or segmentation. Deep Features in Video Analysis Compressing a 299x299 image frame into a 2048-dimension
The DOI identifier 10.1049/ipr2.13154 belongs to a 2024 paper on AI-generated video steganography . This research uses deep semantic features extracted from segmentation masks to hide secret messages within generated video streams. An "MP4" file named 13154
Vectors that capture motion over time, often extracted using LSTM or Flow-based models to understand "how" objects are moving.