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01prithivMLmods /VLM-Video-Understanding VLM-Video-Understanding A minimalistic demo for image inference and video understanding using OpenCV, built on top of several popular open-source Vision-Language Models (VLMs). This repository provides Colab notebooks demonstrating how to apply these VLMs to video and image tasks using Python and Gradio. Overview This project showcases lightweight inference pipelines for the following: Video frame extraction and preprocessing Image-level inference with VLMs Real-time… See the full description on the dataset page: https://huggingface.co/datasets/prithivMLmods/VLM-Video-Understanding.textvideo-text-to-textn<1K2 likes93 downloads1y agoHugging Face02hthhththt /VLM-Video-Understanding VLM-Video-Understanding A minimalistic demo for image inference and video understanding using OpenCV, built on top of several popular open-source Vision-Language Models (VLMs). This repository provides Colab notebooks demonstrating how to apply these VLMs to video and image tasks using Python and Gradio. Overview This project showcases lightweight inference pipelines for the following: Video frame extraction and preprocessing Image-level inference with VLMs Real-time… See the full description on the dataset page: https://huggingface.co/datasets/hthhththt/VLM-Video-Understanding.textvideo-text-to-textn<1K0 likes54 downloads6mo agoHugging Face03superviselab /video-understanding-distillation-sample Video Understanding Distillation Sample This public sample shows what a training-ready video understanding distillation dataset can look like. Why this exists Most teams evaluating outside data vendors want to know one thing first: What does the delivered data actually look like? This sample is designed to answer that question. It demonstrates how raw video clips can be converted into structured, model-ready supervision for: video understanding multimodal SFT… See the full description on the dataset page: https://huggingface.co/datasets/superviselab/video-understanding-distillation-sample.texttext-generationn<1K0 likes21 downloads6mo agoHugging Face04metavi /video-understanding-distillation-sample Video Understanding Distillation Sample This public sample demonstrates what a training-ready video understanding / multimodal distillation dataset can look like. Intended purpose This dataset is not a production corpus. It is a schema demonstration for potential partners evaluating SuperviseLab's delivery approach. What it shows clip-level metadata short and long captions OCR text transcript speaker attribution structured JSON targets distillation-ready… See the full description on the dataset page: https://huggingface.co/datasets/metavi/video-understanding-distillation-sample.texttext-generationn<1K0 likes20 downloads6mo agoHugging Face

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