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ENOT video processor package for iterating over video frames easily.

Project description

ENOT Video Processor

Package for processing video with pyav package. Provides methods for reading from video and writing modified video frames.

Examples

Reading

from enot_vp import VideoProcessor
from ultralytics import YOLO

model = YOLO(MODEL_PATH)

with VideoProcessor(input_video=VIDEO_PATH) as vp:
    for frame in vp:
        ndarray = model(frame.to_image(), imgsz=1600, verbose=False)[0].plot()[..., ::-1]

Modification

from enot_vp import VideoProcessor
from ultralytics import YOLO

model = YOLO(MODEL_PATH)

with VideoProcessor(input_video=VIDEO_PATH, output_video=OUTPUT_VIDEO_PATH) as vp:
    for frame in vp:
        ndarray = model(frame.to_image(), imgsz=1600, verbose=False)[0].plot()[..., ::-1]
        vp.put(ndarray)

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