In this project, we used both acoustic information of a video to predict its sentiment levels. For audio data, we leverage transfer learning technique and use a pre-trained VGGish model as a features extractor to analyze abstract audio embeddings [6]. We then used MOSI dataset [5] to ...
We evaluate our method in two challenging multimodal tasks: video-level sentiment analysis (MOSI and MOSEI datasets) and audio-visual retrieval (VEGAS dataset). The student (requiring only the text modality as input) achieves an MAE score improvement of up to 12.3% for MOSI and MOSEI. Our ...
VideoDataset instance_v1.types Overview ImageClassificationPredictionInstance ImageObjectDetectionPredictionInstance ImageSegmentationPredictionInstance TextClassificationPredictionInstance TextExtractionPredictionInstance TextSentimentPredictionInstance VideoActionRecognitionPredic...
VideoDataset instance_v1.types Overview ImageClassificationPredictionInstance ImageObjectDetectionPredictionInstance ImageSegmentationPredictionInstance TextClassificationPredictionInstance TextExtractionPredictionInstance TextSentimentPredictionInstance VideoActionRecognitionPrediction...
The process involves training AI models on a large dataset of high-quality videos to learn patterns and details. When applied to a low-resolution video, the AI model uses its learned knowledge to generate additional pixels and enhance the details, resulting in a higher-resolution output. ...
Video Analysis As a full-service provider, we can tap into a wealth of crowdsourcing solutions to accommodate your entire order processing. Our working process is systematic, structured and designed to ensure the best possible outcomes. We work closely with you to define your project requirements ...
dataset dataset_component datetime_component datetimes depth_estimation diff_texts diffusers_with_batching downloadbutton_component dropdown_component dropdown_key_up duplicatebutton_component english_translator event_trigger examples_component fake_diffusion fake_diffusion_with_gif fake_gan fake_g...
MigratableResource.AutomlDatasetOrBuilder MigratableResource.AutomlModelOrBuilder MigratableResource.DataLabelingDataset.DataLabelingAnnotatedDatasetOrBuilder MigratableResource.DataLabelingDatasetOrBuilder MigratableResource.MlEngineModelVersionOrBuilder MigratableResou...
The insights provided can help reduce the undifferentiated heavy lifting that customer-facing teams encounter, and also provide a centralized dataset of customer conversations that an organization can use to further improve performance.</p> <p>For further information on how you can use Amazon Bedrock...
yt-whisper: A local service, run byDocker Compose, that interacts with the remote OpenAI and Pinecone services.Whisperis an automatic speech recognition (ASR) system developed by OpenAI, representing a significant milestone in AI-driven speech processing. Trained on an extensive dataset of 680,000...