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01-Computer_Vision_With_Opencv/01-Evolution_Of_Ai_And_Computer_Vision/01-welcome_to_ai_applications_computer_vision_and_speech_recognition_instructions.html 7.06 KB
01-Computer_Vision_With_Opencv/01-Evolution_Of_Ai_And_Computer_Vision/02-course_introduction.mp4 19.83 MB
01-Computer_Vision_With_Opencv/01-Evolution_Of_Ai_And_Computer_Vision/03-industrial_breakthrough_in_audio_and_speech_recognition.mp4 14.08 MB
01-Computer_Vision_With_Opencv/01-Evolution_Of_Ai_And_Computer_Vision/04-speech_recognition_technology.mp4 28.48 MB
01-Computer_Vision_With_Opencv/01-Evolution_Of_Ai_And_Computer_Vision/05-computer_vision_application.mp4 39.1 MB
01-Computer_Vision_With_Opencv/01-Evolution_Of_Ai_And_Computer_Vision/06-computer_vision_applications_medical_and_plant_disease.mp4 42.99 MB
01-Computer_Vision_With_Opencv/01-Evolution_Of_Ai_And_Computer_Vision/07-ai_responsibility_pyramid.mp4 23.45 MB
01-Computer_Vision_With_Opencv/01-Evolution_Of_Ai_And_Computer_Vision/08-evolution_of_computer_vision_and_speech_analysis.mp4 17.66 MB
01-Computer_Vision_With_Opencv/01-Evolution_Of_Ai_And_Computer_Vision/09-evolution_of_speech_analysis.mp4 19.08 MB
01-Computer_Vision_With_Opencv/01-Evolution_Of_Ai_And_Computer_Vision/10-what_is_opencv.mp4 22.13 MB
01-Computer_Vision_With_Opencv/01-Evolution_Of_Ai_And_Computer_Vision/11-exploring_technologies_for_computer_vision_instructions.html 5.25 KB
01-Computer_Vision_With_Opencv/02-Setting_Up_Environment/01-installing_opencv_on_windows.mp4 13.89 MB
01-Computer_Vision_With_Opencv/02-Setting_Up_Environment/02-installing_opencv_on_windows_handling_libraries_in_jupyter.mp4 21.97 MB
01-Computer_Vision_With_Opencv/02-Setting_Up_Environment/03-installing_integrated_libraries_numpy_matplotlib_scipy_and_pillow.mp4 19.04 MB
01-Computer_Vision_With_Opencv/02-Setting_Up_Environment/04-installing_integrated_libraries_dlib_scikit_and_pytorch.mp4 15.35 MB
01-Computer_Vision_With_Opencv/02-Setting_Up_Environment/05-ethical_considerations_in_computer_vision_instructions.html 5.17 KB
01-Computer_Vision_With_Opencv/03-Image_Processing/01-operations_on_opencv.mp4 11.13 MB
01-Computer_Vision_With_Opencv/03-Image_Processing/02-demonstration_loading_the_image_and_encoding_image_to_rgb.mp4 41.1 MB
01-Computer_Vision_With_Opencv/03-Image_Processing/03-demonstration_resizing_rotating_and_flipping_the_image.mp4 34.69 MB
01-Computer_Vision_With_Opencv/03-Image_Processing/04-demonstration_gaussian_blur.mp4 34.33 MB
01-Computer_Vision_With_Opencv/03-Image_Processing/05-demonstration_edge_detection_and_conversion.mp4 39.03 MB
01-Computer_Vision_With_Opencv/03-Image_Processing/06-demonstration_image_thresholding_binary_image.mp4 27.63 MB
01-Computer_Vision_With_Opencv/03-Image_Processing/07-demonstration_different_methods_of_thresholding.mp4 41.6 MB
01-Computer_Vision_With_Opencv/03-Image_Processing/08-demonstration_practical_use_cases.mp4 17.34 MB
01-Computer_Vision_With_Opencv/03-Image_Processing/09-what_is_adaptive_thresholding.mp4 18.87 MB
01-Computer_Vision_With_Opencv/03-Image_Processing/10-demonstration_of_global_adaptive_threshold.mp4 21.8 MB
01-Computer_Vision_With_Opencv/03-Image_Processing/11-demonstration_implementing_adaptive_thresholding_methods.mp4 37.78 MB
01-Computer_Vision_With_Opencv/03-Image_Processing/12-lbph_algorithm_local_binary_patterns_histogram_instructions.html 2.91 KB
01-Computer_Vision_With_Opencv/04-Morphological_Operations/01-morphological_operations.mp4 24.53 MB
01-Computer_Vision_With_Opencv/04-Morphological_Operations/02-morphological_operations_in_opencv.mp4 18.92 MB
01-Computer_Vision_With_Opencv/04-Morphological_Operations/03-demonstration_opening_dilation_and_erosion.mp4 47.58 MB
01-Computer_Vision_With_Opencv/04-Morphological_Operations/04-demonstration_closing_and_morphological_gradient.mp4 28.4 MB
01-Computer_Vision_With_Opencv/04-Morphological_Operations/05-blackhat_and_whitehat_transformations.mp4 26.56 MB
01-Computer_Vision_With_Opencv/04-Morphological_Operations/06-demonstration_whitehat_tophat.mp4 23.59 MB
01-Computer_Vision_With_Opencv/04-Morphological_Operations/07-demonstration_blackhat.mp4 30.51 MB
01-Computer_Vision_With_Opencv/04-Morphological_Operations/08-watershed_algorithm_for_image_processing_instructions.html 3.03 KB
01-Computer_Vision_With_Opencv/05-Module_Wrap_Up_And_Assessment/01-summary_of_computer_vision_with_opencv.mp4 36.5 MB
02-Video_Processing_Using_Opencv/01-Video_Processing_Operations/01-video_processing.mp4 12.92 MB
02-Video_Processing_Using_Opencv/01-Video_Processing_Operations/02-demonstration_implementing_frame_by_frame_video_processing.mp4 39.09 MB
02-Video_Processing_Using_Opencv/01-Video_Processing_Operations/03-demonstration_exiting_the_processing_operation.mp4 28.52 MB
02-Video_Processing_Using_Opencv/01-Video_Processing_Operations/04-demonstration_initializing_the_video_frames.mp4 32.96 MB
02-Video_Processing_Using_Opencv/01-Video_Processing_Operations/05-demonstration_saving_the_frames.mp4 58.66 MB
02-Video_Processing_Using_Opencv/01-Video_Processing_Operations/06-demonstration_loading_the_data.mp4 36.64 MB
02-Video_Processing_Using_Opencv/01-Video_Processing_Operations/07-demonstration_reading_and_writing_operations.mp4 50.06 MB
02-Video_Processing_Using_Opencv/01-Video_Processing_Operations/08-demonstration_histogram_matching.mp4 46.27 MB
02-Video_Processing_Using_Opencv/01-Video_Processing_Operations/09-demonstration_matching_source_and_reference_images.mp4 36.99 MB
02-Video_Processing_Using_Opencv/01-Video_Processing_Operations/10-demonstration_cumulative_distribution_function.mp4 41.05 MB
02-Video_Processing_Using_Opencv/01-Video_Processing_Operations/11-demonstration_differences_in_images.mp4 25.7 MB
02-Video_Processing_Using_Opencv/01-Video_Processing_Operations/12-marker_based_augmented_reality_ar_instructions.html 5.88 KB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/01-haar_cascade.mp4 8.61 MB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/02-haar_cascade_algorithm_overview.mp4 25.18 MB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/03-haar_cascade_application_and_limitation.mp4 11.24 MB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/04-demonstration_implementation_of_haar_cascade_algorithm.mp4 25.19 MB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/05-demonstration_face_detection_code_for_static_image.mp4 25.33 MB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/06-demonstration_implementing_boundary_box_for_face_detection.mp4 31.22 MB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/07-demonstration_applying_face_detection_on_images.mp4 36.54 MB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/08-introduction_to_face_recognition.mp4 22.44 MB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/09-demonstration_setting_up_pre_requisite_libraries_and_loading_the_image.mp4 15.31 MB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/10-demonstration_face_recognition_and_detection.mp4 26.8 MB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/11-demonstration_facial_landmark_detection_with_file_loading_and_library_setup.mp4 48.42 MB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/12-demonstration_adjusting_video_details_through_opencv.mp4 40.22 MB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/13-demonstration_face_recognition.mp4 60.16 MB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/14-demonstration_encoding_facial_landmarks.mp4 33 MB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/15-demonstration_implementing_facial_landmarks_on_images.mp4 31.5 MB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/16-demonstration_implementing_facial_landmarks_on_videos.mp4 48.1 MB
02-Video_Processing_Using_Opencv/02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition/17-pros_and_cons_of_opencv_s_haar_cascade_face_detector_instructions.html 3.91 KB
02-Video_Processing_Using_Opencv/03-Module_Wrap_Up_And_Assessment/01-summary_of_video_processing_with_opencv.mp4 22.94 MB
03-Speech_Recognition_And_Audio_Analysis/01-Speech_And_Its_Variation/01-introduction_to_speech_audio_data.mp4 14.05 MB
03-Speech_Recognition_And_Audio_Analysis/01-Speech_And_Its_Variation/02-introduction_to_speech_human_computer_interaction_and_applications.mp4 20.1 MB
03-Speech_Recognition_And_Audio_Analysis/01-Speech_And_Its_Variation/03-processing_speech.mp4 22.89 MB
03-Speech_Recognition_And_Audio_Analysis/01-Speech_And_Its_Variation/04-speech_production.mp4 25.83 MB
03-Speech_Recognition_And_Audio_Analysis/01-Speech_And_Its_Variation/05-difficulties_in_analyzing_speech.mp4 21.65 MB
03-Speech_Recognition_And_Audio_Analysis/01-Speech_And_Its_Variation/06-working_of_sound_waves.mp4 19.92 MB
03-Speech_Recognition_And_Audio_Analysis/01-Speech_And_Its_Variation/07-adc_and_sample_rate_bit_rate.mp4 16.59 MB
03-Speech_Recognition_And_Audio_Analysis/01-Speech_And_Its_Variation/08-conversion_of_adc_analog_to_digital_converter_to_dac_digital_to_analog_converter.mp4 23.16 MB
03-Speech_Recognition_And_Audio_Analysis/01-Speech_And_Its_Variation/09-demonstration_generating_sound.mp4 51.43 MB
03-Speech_Recognition_And_Audio_Analysis/01-Speech_And_Its_Variation/10-demonstration_spectrogram.mp4 46.86 MB
03-Speech_Recognition_And_Audio_Analysis/01-Speech_And_Its_Variation/11-demonstration_signal_frequencies_over_time.mp4 31.14 MB
03-Speech_Recognition_And_Audio_Analysis/01-Speech_And_Its_Variation/12-summary_of_audio_file_analysis.mp4 13.1 MB
03-Speech_Recognition_And_Audio_Analysis/01-Speech_And_Its_Variation/13-demonstration_converting_a_sound_file_into_waveform.mp4 45.99 MB
03-Speech_Recognition_And_Audio_Analysis/01-Speech_And_Its_Variation/14-speech_analysis_in_cyber_security_instructions.html 5.85 KB
03-Speech_Recognition_And_Audio_Analysis/02-Digitizing_And_Analyzing_Speech/01-human_speech.mp4 29.39 MB
03-Speech_Recognition_And_Audio_Analysis/02-Digitizing_And_Analyzing_Speech/02-speech_waveform.mp4 28.4 MB
03-Speech_Recognition_And_Audio_Analysis/02-Digitizing_And_Analyzing_Speech/03-digital_signal_processing.mp4 27.41 MB
03-Speech_Recognition_And_Audio_Analysis/02-Digitizing_And_Analyzing_Speech/04-mfcc_mel_frequency_cepstral_coefficient.mp4 30.26 MB
03-Speech_Recognition_And_Audio_Analysis/02-Digitizing_And_Analyzing_Speech/05-windowing_formula_and_cepstrum.mp4 25 MB
03-Speech_Recognition_And_Audio_Analysis/02-Digitizing_And_Analyzing_Speech/06-demonstration_computing_the_spectrogram.mp4 23.44 MB
03-Speech_Recognition_And_Audio_Analysis/02-Digitizing_And_Analyzing_Speech/07-demonstration_digitizing_the_audio_data.mp4 31.13 MB
03-Speech_Recognition_And_Audio_Analysis/02-Digitizing_And_Analyzing_Speech/08-demonstration_converting_fragmented_parts_of_audio_file_for_speech_recognition.mp4 41.89 MB
03-Speech_Recognition_And_Audio_Analysis/02-Digitizing_And_Analyzing_Speech/09-voice_onset_voice_offset_tremor_and_noise_detection.mp4 26.85 MB
03-Speech_Recognition_And_Audio_Analysis/02-Digitizing_And_Analyzing_Speech/10-understanding_the_concepts_of_voice_onset_and_offset.mp4 16.34 MB
03-Speech_Recognition_And_Audio_Analysis/02-Digitizing_And_Analyzing_Speech/11-tremor_detection.mp4 10.03 MB
03-Speech_Recognition_And_Audio_Analysis/02-Digitizing_And_Analyzing_Speech/12-demonstration_zcr_pitch_detection_voice_activity_detection.mp4 34.91 MB
03-Speech_Recognition_And_Audio_Analysis/02-Digitizing_And_Analyzing_Speech/13-demonstration_tremor_detection.mp4 39.11 MB
03-Speech_Recognition_And_Audio_Analysis/02-Digitizing_And_Analyzing_Speech/14-speech_processing_interactive_creation_and_evaluation_spice_toolkit_instructions.html 3.89 KB
03-Speech_Recognition_And_Audio_Analysis/03-Module_Warp_Up_And_Assessment/01-summary_of_speech_recognition_and_audio_analysis.mp4 17.23 MB
04-Course_Wrap_Up_And_Assessment/01-summary_for_ai_applications_computer_vision_and_speech_recognition.mp4 23.95 MB
04-Course_Wrap_Up_And_Assessment/02-practice_project_vehicle_tracking_and_detection_instructions.html 5.61 KB
Resources/01-Module_1_Resources/resources.html 140.39 KB
Resources/02-Module_2_Resources/resources.html 732.14 KB
Resources/02-Module_2_Resources/traffic.mp4 185.81 MB
Resources/03-Module_3_Resources/harvard.wav 3.1 MB
Resources/03-Module_3_Resources/resources.html 4.13 MB
Resources/04-Module_4_Resources/highway.mp4 4.98 MB
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