Video Transcript Classification & API -- 2 - Video, audio & other media - Projects and Requirements - JunHen

Multi-Media Video Transcript Classification & API -- 2 freelancer Recommended

Data aggregation at 2024-04-12 20:16:22+08:00

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💥 Project Description

Investment: 900 dollars (USD) - Negotiated

Development duration: 7 days

Project keys/tags: javascript python software-architecture machine-learning django

In this project, we’re aiming to categorize video transcripts, identify key topics, and enhance the searchability of video content. The main goal is to differentiate between questions and sentences contained within a video transcription CSV data file. Following features are required: - TF-IDF, LSA, LDA, Word2Vec, and SentenceTransformer for text vectorization. - Utilise various models to evaluate the performance using an ROC curve. - The differentiation of the content type should be indicated in the ‘label’ column. The value can be ‘question’ for sentences that are actually questions, and ‘sentence’ for regular statements. - Development of a RESTful API with Flask. - Dockerization of the API. Ideal candidates for this project should have: - Proficien…

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💥 Recruitment conditions

Recruitment role: Person - Engineer

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Multi-Media Video Transcript Classification &amp; API -- 2 freelancer Recommended

Multi-Media Video Transcript Classification & API -- 2 freelancer Recommended