diff options
Diffstat (limited to 'src/argaze/utils/demo_gaze_features_run.py')
| -rw-r--r-- | src/argaze/utils/demo_gaze_features_run.py | 29 |
1 files changed, 29 insertions, 0 deletions
diff --git a/src/argaze/utils/demo_gaze_features_run.py b/src/argaze/utils/demo_gaze_features_run.py index ce3a3f3..6384205 100644 --- a/src/argaze/utils/demo_gaze_features_run.py +++ b/src/argaze/utils/demo_gaze_features_run.py @@ -98,6 +98,10 @@ def main(): lzc_analysis = 0 enable_lzc_analysis = False + ngram_analyzer = NGram.AOIScanPathAnalyzer() + ngram_analysis = {} + enable_ngram_analysis = False + gaze_movement_lock = threading.Lock() # Init timestamp @@ -116,6 +120,7 @@ def main(): nonlocal raw_cK_analysis nonlocal aoi_cK_analysis nonlocal lzc_analysis + nonlocal ngram_analysis # Edit millisecond timestamp data_ts = int((time.time() - start_ts) * 1e3) @@ -196,6 +201,10 @@ def main(): lzc_analysis = lzc_analyzer.analyze(aoi_scan_path) + if enable_ngram_analysis: + + ngram_analysis = ngram_analyzer.analyze(aoi_scan_path, 3) + except GazeFeatures.AOIScanStepError as e: print(f'Error on {e.aoi} step:', e) @@ -266,6 +275,10 @@ def main(): display_hide = 'hide' if enable_lzc_analysis else 'display' cv2.putText(aoi_matrix, f'Lempel-Ziv complexity: {on_off} (Press \'z\' key to {display_hide})', (20, 200), cv2.FONT_HERSHEY_SIMPLEX, 1, (0, 255, 255) if enable_lzc_analysis else (255, 255, 255), 1, cv2.LINE_AA) + # Write N-Gram help + on_off = 'on' if enable_ngram_analysis else 'off' + display_hide = 'hide' if enable_ngram_analysis else 'display' + cv2.putText(aoi_matrix, f'Tri-Gram: {on_off} (Press \'n\' key to {display_hide})', (20, 240), cv2.FONT_HERSHEY_SIMPLEX, 1, (0, 255, 255) if enable_ngram_analysis else (255, 255, 255), 1, cv2.LINE_AA) # Check fixation identification if gaze_movement_identifier[identification_mode].current_fixation != None: @@ -354,6 +367,17 @@ def main(): if enable_lzc_analysis: cv2.putText(aoi_matrix, f'Lempel-Ziv complexity: {lzc_analysis}', (20, window_size[1]-200), cv2.FONT_HERSHEY_SIMPLEX, 1, (0, 255, 255), 1, cv2.LINE_AA) + + # Write N-Gram + if enable_ngram_analysis: + + start = window_size[1] - ((len(ngram_analysis) + 1) * 40) + cv2.putText(aoi_matrix, f'Tri-Gram:', (window_size[0]-700, start-40), cv2.FONT_HERSHEY_SIMPLEX, 1, (0, 255, 255), 1, cv2.LINE_AA) + + for i, (ngram, count) in enumerate(ngram_analysis.items()): + + trigram = f'{ngram[0]}>{ngram[1]}>{ngram[2]}' + cv2.putText(aoi_matrix, f'{trigram}: {count}', (window_size[0]-700, start+(i*40)), cv2.FONT_HERSHEY_SIMPLEX, 1, (0, 255, 255), 1, cv2.LINE_AA) # Unlock gaze movement identification gaze_movement_lock.release() @@ -401,6 +425,11 @@ def main(): enable_lzc_analysis = not enable_lzc_analysis + # Enable ngram analysis with 'n' key + if key_pressed == 110: + + enable_ngram_analysis = not enable_ngram_analysis + # Stop calibration by pressing 'Esc' key if cv2.waitKey(10) == 27: break |