cleaned up code.
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@@ -10,7 +10,7 @@ import numpy as np
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import pandas as pd
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import pandera as pa
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from boxmot import DeepOcSort as DeepOCSORT
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from .typing import VideoFrame, DetectedObject_
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from .typing import VideoFrame, DetectedObject_, TrackedDetectedObject_
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logger = logging.getLogger(__name__)
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@@ -111,7 +111,7 @@ class DodgeballTracker:
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def run_model_on_frame(self, model, frame: VideoFrame):
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model_outputs = model(frame)[0]
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boxes = model_outputs.boxes.data.cpu().numpy()
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columns=['xmin', 'ymin', 'xmax', 'ymin', 'score', 'category']
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columns=['xmin', 'ymin', 'xmax', 'ymax', 'score', 'category']
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return pd.DataFrame(boxes, columns=columns)
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def persist_points(self):
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@@ -131,9 +131,10 @@ class DodgeballTracker:
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"""
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return YOLO("yolo11n.pt", verbose=True)
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def update_tracker(self, tracker: DeepOCSORT, detected_objs, frame: VideoFrame):
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@pa.check_io(detected_objs=DetectedObject_, out=TrackedDetectedObject_)
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def update_tracker(self, tracker: DeepOCSORT, detected_objs: pd.DataFrame, frame: VideoFrame):
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data_ = tracker.update(detected_objs.to_numpy(), frame)
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columns = ['xmin', 'ymin', 'xmax', 'ymin', 'object_id', 'score', 'category', 'index']
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columns = ['xmin', 'ymin', 'xmax', 'ymax', 'object_id', 'score', 'category', 'index']
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return pd.DataFrame(data_, columns=columns)
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@@ -147,9 +148,8 @@ class DodgeballTracker:
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# run the YOLO model on the frame
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detected_objs = self.run_model_on_frame(model, frame)
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tracked_obj = self.update_tracker(tracker, detected_objs, frame)
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# self.video_writer.plot_boxes_to_frame(detected_objs, frame)
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#
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# self.video_writer.write_frame(frame)
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self.video_writer.plot_boxes_to_frame(detected_objs, frame)
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self.video_writer.write_frame(frame)
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if self.video_writer.wait():
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break
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