add separate video loader class
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52
video_loader.py
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52
video_loader.py
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from enum import Enum
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from data.library import ArkiteData, ArkiteDetection, ArkiteRecording
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from cv2util import to_8_bit_image
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from typing import Iterable
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import numpy
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from recording_grouper import RecordingGrouper
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class VideoType(Enum):
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IR = 0
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DEPTH = 1
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class VideoLoader:
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def __init__(self, projects_path: str):
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self.projects_path = projects_path
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# Search folders with depth of 1:
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self.data = ArkiteData(self.projects_path, 1)
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def get_all_recordings(self) -> Iterable[ArkiteRecording]:
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# Loop over projects
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for detection in self.data.detections(self.data.use_cases()):
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for recording in detection.recordings():
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yield recording
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def get_recordings_grouped(self):
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grouper = RecordingGrouper(self.data)
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return grouper.getRecordingGroups()
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@staticmethod
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def extract_frames(recording: ArkiteRecording, video_type: VideoType = None) -> Iterable[numpy.ndarray]:
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if video_type == VideoType.IR or video_type == None:
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disp_min = 100
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disp_max = 8000
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with recording.ir() as ir:
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frames = ir.frame_sequence()
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for frame in frames:
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yield to_8_bit_image(frame, display_min=disp_min, display_max=disp_max)
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elif video_type == VideoType.DEPTH:
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# TODO: check if these values make sense for depth images.
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disp_min = 100
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disp_max = 8000
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with recording.depth() as depth:
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frames = depth.frame_sequence()
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for frame in frames:
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yield to_8_bit_image(frame, display_min=disp_min, display_max=disp_max)
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else:
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raise NotImplementedError("VideoType \'{}\' not implemented".format(video_type))
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# Yielding in sub method after "with" statement in top method does not work!
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# @staticmethod
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# def frames_to_8_bit(frame_sequence, disp_min=None, disp_max=None):
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# for frame in frame_sequence:
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# yield to_8_bit_image(frame, display_min=disp_min, display_max=disp_max)
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