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Tag: video

  • Preparing Video Data for Deep Learning: Introducing Vid Prepper

    Preparing Video Data for Deep Learning: Introducing Vid Prepper A guide to fast video data preprocessing for machine learning The post Preparing Video Data for Deep Learning: Introducing Vid Prepper appeared first on Towards Data Science. Jamie Petherbridge-Conroy Go to original source

  • Building Video Game Recommender Systems with FastAPI, PostgreSQL, and Render: Part 1

    Building Video Game Recommender Systems with FastAPI, PostgreSQL, and Render: Part 1 Designing a video game recommendations service with Steams API The post Building Video Game Recommender Systems with FastAPI, PostgreSQL, and Render: Part 1 appeared first on Towards Data Science. Lucas See Go to original source

  • Unlocking Multimodal Video Transcription with Gemini

    Unlocking Multimodal Video Transcription with Gemini Explore how to transcribe videos with speaker identification in a single prompt The post Unlocking Multimodal Video Transcription with Gemini appeared first on Towards Data Science. Laurent Picard Go to original source

  • Breaking the Bottleneck: GPU-Optimised Video Processing for Deep Learning

    Breaking the Bottleneck: GPU-Optimised Video Processing for Deep Learning Deep Learning (DL) applications often require processing video data for tasks such as object detection, classification, and segmentation. However, conventional video processing pipelines are typically inefficient for deep learning inference, leading to performance bottlenecks. In this post will leverage PyTorch and FFmpeg with NVIDIA hardware acceleration…

  • How are these companies building video/image generation tools? From scratch, fine-tuning Llama, or something else?

    How are these companies building video/image generation tools? From scratch, fine-tuning Llama, or something else? There’s an enormous amount of LLM-based tools popping up lately, especially in video/image generation, each tied to a different company. Meanwhile, we only see a handful of really good open-source LLM models available. So, my question is: How are these…

  • CV VideoPlayer — Once and For All

    CV VideoPlayer — Once and For All CV VideoPlayer — Once and For All A Python video player package made for computer vision research Image by author When developing computer vision algorithms, the journey from concept to working implementation often involves countless iterations of watching, analyzing, and debugging video frames. As I dove deeper into computer vision projects, I found myself repeatedly…