|
@@ -2,6 +2,7 @@ |
|
|
|
|
|
|
|
|
from abc import ABC |
|
|
from abc import ABC |
|
|
import logging |
|
|
import logging |
|
|
|
|
|
import os |
|
|
import subprocess |
|
|
import subprocess |
|
|
import tempfile |
|
|
import tempfile |
|
|
|
|
|
|
|
@@ -106,6 +107,8 @@ class VisualisationProducer(Producer): |
|
|
# + position represents time |
|
|
# + position represents time |
|
|
# - save as image |
|
|
# - save as image |
|
|
plotted_source_videos = [] |
|
|
plotted_source_videos = [] |
|
|
|
|
|
bar_labels = [] |
|
|
|
|
|
|
|
|
fig, ax = plt.subplots() |
|
|
fig, ax = plt.subplots() |
|
|
for feature in self.features: |
|
|
for feature in self.features: |
|
|
# plot source video line if not done already |
|
|
# plot source video line if not done already |
|
@@ -114,9 +117,25 @@ class VisualisationProducer(Producer): |
|
|
# ax.plot([0, feature.source.duration()], [0, 0], color='black', linewidth=10) |
|
|
# ax.plot([0, feature.source.duration()], [0, 0], color='black', linewidth=10) |
|
|
ax.broken_barh([(0, feature.source.duration())], (0, 5), facecolors='grey') |
|
|
ax.broken_barh([(0, feature.source.duration())], (0, 5), facecolors='grey') |
|
|
plotted_source_videos.append(feature.source) |
|
|
plotted_source_videos.append(feature.source) |
|
|
|
|
|
bar_labels.append(os.path.basename(feature.source.path)) |
|
|
|
|
|
# annotate the source video |
|
|
|
|
|
ax.text(0.25, 0.25, os.path.basename(feature.source.path), ha='left', va='bottom', |
|
|
|
|
|
fontsize=16) |
|
|
|
|
|
|
|
|
# plot feature line |
|
|
# plot feature line |
|
|
# ax.plot([feature.interval.start, feature.interval.end], [1, 1], color='red', linewidth=5) |
|
|
# ax.plot([feature.interval.start, feature.interval.end], [1, 1], color='red', linewidth=5) |
|
|
ax.broken_barh([(feature.interval.start, feature.interval.duration)], (10, 5), facecolors='red') |
|
|
ax.broken_barh([(feature.interval.start, feature.interval.duration)], (10, 5), facecolors='red') |
|
|
|
|
|
if feature.feature_extractor not in bar_labels: |
|
|
|
|
|
bar_labels.append(feature.feature_extractor) |
|
|
|
|
|
# label bar with feature extractor |
|
|
|
|
|
ax.text(0, 8, feature.feature_extractor, ha='left', va='bottom', |
|
|
|
|
|
fontsize=16) |
|
|
|
|
|
|
|
|
|
|
|
# label the plot's axes |
|
|
|
|
|
ax.set_xlabel('Time') |
|
|
|
|
|
# ax.set_yticks([], labels=bar_labels) |
|
|
|
|
|
ax.set_yticks([]) |
|
|
|
|
|
# ax.tick_params(axis='y', labelrotation=90, ha='right') |
|
|
# save the plot |
|
|
# save the plot |
|
|
plt.savefig("/tmp/visualisation.png") |
|
|
plt.savefig("/tmp/visualisation.png") |
|
|
plt.close() |
|
|
plt.close() |