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gemini-count-in-video

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Analyze and count objects in videos using Google Gemini API (object counting, pedestrian detection, vehicle tracking, and surveillance video analysis).

When to use

• This skill enables video analysis and object counting using the Google Gemini API, with a focus on **counting pedestrians**, **detecting objects**, **tracking movement**, and **analyzing surveillance footage**. It supports precise promptin…
• Counting pedestrians, vehicles, or other objects in surveillance videos
• Distinguishing between different types of objects (walkers vs cyclists, cars vs trucks)
• Analyzing traffic patterns and movement through a scene
• Processing multiple videos for batch object counting
• Extracting structured count data from video footage

When not to use

• Counting accuracy depends on video quality, camera angle, and object size/distance
• Very crowded scenes may have higher counting variance
• Occlusion (objects blocking each other) can affect accuracy
• Long videos require longer processing times (typically 5-30 seconds per video)
• The model may occasionally misclassify similar objects (e.g., motorcyclist as cyclist)
• For highest accuracy, use clear prompts with explicit inclusion/exclusion criteria

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