Migrated to nix for dependency managment

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didier committed 2024-11-04 18:50:34 -05:00
1 parent e9da24b54d
commit 8005b38b67
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@@ -7,7 +7,7 @@ import cv2
from dodgeballtracker.helper import create_video_writer, iter_frames
import matplotlib
import numpy as np
from boxmot import DeepOCSORT
from boxmot import DeepOcSort as DeepOCSORT
@@ -125,19 +125,20 @@ class DodgeballTracker:
def _get_tracker(self):
return DeepOCSORT(
model_weights=Path('lmbn_n_cuhk03_d.pt'), # which ReID model to use
device=torch.device("mps"),
fp16=True,
Path('lmbn_n_cuhk03_d.pt'), # which ReID model to use
torch.device("cpu"),
True,
)
def _get_detection_model(self):
"""
load the pre-trained YOLOv8n model
"""
return YOLO("yolov8n.pt")
return YOLO("yolo11n.pt", verbose=True)
def main(self):
# define some constants
print("started")
video_cap = cv2.VideoCapture(str(self.input_path))
writer = create_video_writer(video_cap, str(self.output_path))
@@ -150,12 +151,15 @@ class DodgeballTracker:
# run the YOLO model on the frame
res = []
detections = self.run_model_on_frame(model, frame)
print("ici?")
for data in detections.boxes.data.tolist():
print("la?")
is_good_box = self.plot_boxe_to_frame(data, frame)
if is_good_box:
res.append(data)
# show the frame to our screen
print("tracker?")
data_ = tracker.update(np.array(res), frame)
self.print_tracker_data(data_, i, ts)
@@ -163,8 +167,10 @@ class DodgeballTracker:
if cv2.waitKey(1) == ord("q"):
break
print("fini")
video_cap.release()
writer.release()
cv2.destroyAllWindows()
self.persist_points()
print("finished")