Jatinkumar Parmar·Sep 18Scaling Multi-GPU Video Captioning with PyNvVideoCodec and vLLMWe are excited to announce support for hardware video decoding built into NVIDIA GPUs, allowing video captioning and labeling tasks…
InMind-Blowing Computer Vision Libraries in Python for 2026byEran Feit·Jul 23Stream Live AI Video Subtitles in Python: A Modern Guide to Qwen2-VL & LiveCCUnlocking real-time intelligence from streaming visual media has long been a challenge for computer vision engineers. Traditional…
Dr. Ankit Malviya·Jun 9Evaluation Metrics for Video Action Segmentation and DescriptionA unified, research-validated reference covering temporal segmentation metrics (Acc, Edit, F1@k, mIoU, Boundary) and language generation…
InSyncedReviewbySynced·Aug 13, 2024NVIDIA’s Wolf: World Summarization Framework Beats GPT-4V on Video Captioning by 55.6%Video captioning is essential for enhancing content accessibility and searchability by providing precise and searchable descriptions of…
Andrey Lukyanenko·Aug 12, 2024Paper Review: Wolf: Captioning Everything with a World Summarization FrameworkWOrLd summarization Framework: caption videos with an ensemble of VLMs!
