Edureka - AI Applications Computer Vision And Speech Recognition

CategoryOther
TypeTutorials
LanguageEnglish
Total size2.7 GB
Uploaded ByxHOBBiTx

Downloads146
Last checkedMar. 02nd '25
Date uploadedMar. 01st '25
Seeders 40
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Infohash : 87B7B1B7E5561143BCF1DB9183297629A22ED1F0

Welcome to AI Applications: Computer Vision and Speech Recognition, where you'll acquire hands-on expertise in leveraging cutting-edge technologies to process visual data and interpret human speech. This course empowers you with the practical skills needed to solve real-world challenges in computer vision and speech analysis.

By the end of this course, you’ll be able to:
- Analyze speech waveforms using various audio signal processing techniques.
- Develop a solid understanding of computer vision principles and their applications.
- Perform morphological operations on images and videos within a custom-configured environment.
- Implement advanced techniques for processing audio and video data.
- Apply OpenCV functionalities to build robust solutions for image and video analysis.

This course is ideal for AI enthusiasts, data scientists, and developers looking to expand their skills in computer vision and speech analysis.

                            Files: 
                            Edureka - AI Applications Computer Vision And Speech Recognition
01-Computer_Vision_With_Opencv
01-Evolution_Of_Ai_And_Computer_Vision

01-welcome_to_ai_applications_computer_vision_and_speech_recognition_instructions.html (7.1 KB)

02-course_introduction.mp4 (19.8 MB)

03-industrial_breakthrough_in_audio_and_speech_recognition.mp4 (14.1 MB)

04-speech_recognition_technology.mp4 (28.5 MB)

05-computer_vision_application.mp4 (39.1 MB)

06-computer_vision_applications_medical_and_plant_disease.mp4 (43.0 MB)

07-ai_responsibility_pyramid.mp4 (23.4 MB)

08-evolution_of_computer_vision_and_speech_analysis.mp4 (17.7 MB)

09-evolution_of_speech_analysis.mp4 (19.1 MB)

10-what_is_opencv.mp4 (22.1 MB)

11-exploring_technologies_for_computer_vision_instructions.html (5.2 KB)

02-Setting_Up_Environment

01-installing_opencv_on_windows.mp4 (13.9 MB)

02-installing_opencv_on_windows_handling_libraries_in_jupyter.mp4 (22.0 MB)

03-installing_integrated_libraries_numpy_matplotlib_scipy_and_pillow.mp4 (19.0 MB)

04-installing_integrated_libraries_dlib_scikit_and_pytorch.mp4 (15.4 MB)

05-ethical_considerations_in_computer_vision_instructions.html (5.2 KB)

03-Image_Processing

01-operations_on_opencv.mp4 (11.1 MB)

02-demonstration_loading_the_image_and_encoding_image_to_rgb.mp4 (41.1 MB)

03-demonstration_resizing_rotating_and_flipping_the_image.mp4 (34.7 MB)

04-demonstration_gaussian_blur.mp4 (34.3 MB)

05-demonstration_edge_detection_and_conversion.mp4 (39.0 MB)

06-demonstration_image_thresholding_binary_image.mp4 (27.6 MB)

07-demonstration_different_methods_of_thresholding.mp4 (41.6 MB)

08-demonstration_practical_use_cases.mp4 (17.3 MB)

09-what_is_adaptive_thresholding.mp4 (18.9 MB)

10-demonstration_of_global_adaptive_threshold.mp4 (21.8 MB)

11-demonstration_implementing_adaptive_thresholding_methods.mp4 (37.8 MB)

12-lbph_algorithm_local_binary_patterns_histogram_instructions.html (2.9 KB)

04-Morphological_Operations

01-morphological_operations.mp4 (24.5 MB)

02-morphological_operations_in_opencv.mp4 (18.9 MB)

03-demonstration_opening_dilation_and_erosion.mp4 (47.6 MB)

04-demonstration_closing_and_morphological_gradient.mp4 (28.4 MB)

05-blackhat_and_whitehat_transformations.mp4 (26.6 MB)

06-demonstration_whitehat_tophat.mp4 (23.6 MB)

07-demonstration_blackhat.mp4 (30.5 MB)

08-watershed_algorithm_for_image_processing_instructions.html (3.0 KB)

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 (12.9 MB)

02-demonstration_implementing_frame_by_frame_video_processing.mp4 (39.1 MB)

03-demonstration_exiting_the_processing_operation.mp4 (28.5 MB)

04-demonstration_initializing_the_video_frames.mp4 (33.0 MB)

05-demonstration_saving_the_frames.mp4 (58.7 MB)

06-demonstration_loading_the_data.mp4 (36.6 MB)

07-demonstration_reading_and_writing_operations.mp4 (50.1 MB)

08-demonstration_histogram_matching.mp4 (46.3 MB)

09-demonstration_matching_source_and_reference_images.mp4 (37.0 MB)

10-demonstration_cumulative_distribution_function.mp4 (41.1 MB)

11-demonstration_differences_in_images.mp4 (25.7 MB)

12-marker_based_augmented_reality_ar_instructions.html (5.9 KB)

02-Exploring_Various_Techniques_For_Face_Detection_And_Recognition

01-haar_cascade.mp4 (8.6 MB)

02-haar_cascade_algorithm_overview.mp4 (25.2 MB)

03-haar_cascade_application_and_limitation.mp4 (11.2 MB)

04-demonstration_implementation_of_haar_cascade_algorithm.mp4 (25.2 MB)

05-demonstration_face_detection_code_for_static_image.mp4 (25.3 MB)

06-demonstration_implementing_boundary_box_for_face_detection.mp4 (31.2 MB)

07-demonstration_applying_face_detection_on_images.mp4 (36.5 MB)

08-introduction_to_face_recognition.mp4 (22.4 MB)

09-demonstration_setting_up_pre_requisite_libraries_and_loading_the_image.mp4 (15.3 MB)

10-demonstration_face_recognition_and_detection.mp4 (26.8 MB)

11-demonstration_facial_landmark_detection_with_file_loading_and_library_setup.mp4 (48.4 MB)

12-demonstration_adjusting_video_details_through_opencv.mp4 (40.2 MB)

13-demonstration_face_recognition.mp4 (60.2 MB)

14-demonstration_encoding_facial_landmarks.mp4 (33.0 MB)

15-demonstration_implementing_facial_landmarks_on_images.mp4 (31.5 MB)

16-demonstration_implementing_facial_landmarks_on_videos.mp4 (48.1 MB)

17-pros_and_cons_of_opencv_s_haar_cascade_face_detector_instructions.html (3.9 KB)

03-Module_Wrap_Up_And_Assessment

01-summary_of_video_processing_with_opencv.mp4 (22.9 MB)

03-Speech_Recognition_And_Audio_Analysis
01-Speech_And_Its_Variation

01-introduction_to_speech_audio_data.mp4 (14.0 MB)

02-introduction_to_speech_human_computer_interaction_and_applications.mp4 (20.1 MB)

03-processing_speech.mp4 (22.9 MB)

04-speech_production.mp4 (25.8 MB)

05-difficulties_in_analyzing_speech.mp4 (21.6 MB)

06-working_of_sound_waves.mp4 (19.9 MB)

07-adc_and_sample_rate_bit_rate.mp4 (16.6 MB)

08-conversion_of_adc_analog_to_digital_converter_to_dac_digital_to_analog_converter.mp4 (23.2 MB)

09-demonstration_generating_sound.mp4 (51.4 MB)

10-demonstration_spectrogram.mp4 (46.9 MB)

11-demonstration_signal_frequencies_over_time.mp4 (31.1 MB)

12-summary_of_audio_file_analysis.mp4 (13.1 MB)

13-demonstration_converting_a_sound_file_into_waveform.mp4 (46.0 MB)

14-speech_analysis_in_cyber_security_instructions.html (5.9 KB)

02-Digitizing_And_Analyzing_Speech

01-human_speech.mp4 (29.4 MB)

02-speech_waveform.mp4 (28.4 MB)

03-digital_signal_processing.mp4 (27.4 MB)

04-mfcc_mel_frequency_cepstral_coefficient.mp4 (30.3 MB)

05-windowing_formula_and_cepstrum.mp4 (25.0 MB)

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