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ffmpeg_runners.py
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import unittest
from ffmpeg_decode import FfmpegVisionProcessor
from constants import *
_model_file = (
# PATH TO MODEL FILE
"weights/train29s.pt"
)
_video_path = (
# PATH TO VIDEO FILE
"videos/rc_demo.mp4"
)
_start_time = 0 # number of seconds to seek into the video
class TestFfmpeg(unittest.TestCase):
def testTrailStabilization(self):
p = FfmpegVisionProcessor(
_video_path,
model_file=_model_file,
show_preview=True,
preview_size=_720p,
save_video=True,
show_plot=True,
# show_box=True,
# show_label=True,
show_triangle=True,
triangle_size=(10, 10),
triangle_thickness=2,
show_trace=True,
start_time=_start_time, # 80
yolo_size=_720p,
out_size=_720p,
vid_stride=1,
# stabilize=True,
trail_stabilize=True,
trace_length=500,
trace_thickness=5,
)
p.process_video()
def testTrackerVideos(self):
p = FfmpegVisionProcessor(
_video_path,
model_file=_model_file,
show_preview=True,
preview_size=_720p,
yolo_size=_720p,
out_size=_720p,
# save_video=True,
show_plot=True,
show_box=True,
show_label=True,
# show_triangle=True,
show_trace=True,
trace_length=500,
# save_lost_trackers=True,
start_time=_start_time, # 80
vid_stride=1,
# stabilize=True,
# trail_stabilize=True,
# save_tracker_videos=True,
save_auto_tracker=True,
auto_tracker_preview=True,
tracker_output_dir="tracked_cars",
min_tracker_seconds=0,
tracker_scale_max=1.25,
tracker_scale_min=0.25,
tracker_video_size=(1216, 2160),
)
p.process_video()
def testAutoTrackerVideo(self):
p = FfmpegVisionProcessor(
_video_path,
model_file=_model_file,
# show_preview=True,
preview_size=_720p,
# save_video=True,
show_plot=True,
show_box=True,
show_label=True,
# show_triangle=True,
show_trace=True,
# save_lost_trackers=True,
start_time=_start_time, # 80
yolo_size=_720p,
out_size=_720p,
vid_stride=1,
# stabilize=True,
# trail_stabilize=True,
# save_tracker_videos=True,
save_auto_tracker=True,
auto_tracker_preview=True,
tracker_video_auto_scale=True,
tracker_video_size=(608, 1080),
)
p.process_video()
def testBasicTracking(self):
p = FfmpegVisionProcessor(
_video_path,
model_file=_model_file,
show_preview=True,
preview_size=_720p,
# save_video=True,
show_plot=True,
show_box=True,
show_label=True,
# show_trace=True,
start_time=_start_time, # 80
vid_stride=1,
)
p.process_video()
def testBasicTracking720p(self):
p = FfmpegVisionProcessor(
_video_path,
model_file=_model_file,
# model_file="weights/train33s-1280.pt",
show_preview=True,
preview_size=_720p,
yolo_size=_720p,
out_size=_720p,
# save_video=True,
show_plot=True,
show_box=True,
# show_label=True,
show_trace=True,
start_time=_start_time, # 80
vid_stride=1,
save_lost_trackers=True,
use_cuda=False,
)
p.process_video()
def testStabilization(self):
p = FfmpegVisionProcessor(
_video_path,
model_file=_model_file,
show_preview=True,
preview_size=_720p,
# save_video=True,
show_plot=True,
show_box=True,
show_label=True,
# show_triangle=True,
show_trace=True,
# save_lost_trackers=True,
start_time=_start_time, # 80
yolo_size=_720p,
out_size=_720p,
vid_stride=1,
stabilize=True,
)
p.process_video()