I have developed a deep learning video captioning model that reads frames from a USB camera operating at 30 FPS. The model selects one frame from every 6 consecutive frames, effectively sampling at 5 FPS. It then processes these 16 sampled frames (collected over a 3.2-second interval) and generates a description.

I have developed a deep learning video captioning model that reads frames from a USB camera operating at 30 FPS. The model selects one frame from every 6 consecutive frames, effectively sampling at 5 FPS. It then processes these 16 sampled frames (collected over a 3.2-second interval) and generates a description.