⚡️ MiniGPT4-Video: Advancing Multimodal LLMs for Video Understanding with Interleaved Visual-Textual Tokens

➡️ MiniGPT4- Video : A new multimodal LLM for video understanding using alternating visual-text tokens.

MiniGPT4 takes into account not only visual content, but also dialogue in videos, this allows the model to efficiently answer queries that include both visual and text components.

During inference, a speech-to-text model, the Whisper model , is used to create video subnoscripts. Both video and subnoscripts are then fed into the MiniGPT4-Video model with prompts, and the model outputs responses to your request.

git clone https://github.com/Vision-CAIR/MiniGPT4-video.git

▪ code: https://github.com/Vision-CAIR/MiniGPT4-video
▪ page: https://vision-cair.github.io/MiniGPT4-video/
▪ paper: https://arxiv.org/abs/2404.03413
▪ jupyter: https://github.com/camenduru/MiniGPT4-video-jupyter

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Dynamic Prompt Optimizing for Text-to-Image Generation

🖥 Github: https://github.com/mowenyii/pae

📕 Paper: https://arxiv.org/abs/2404.04095v1

🔥Dataset: https://paperswithcode.com/dataset/coco

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🔥 Large selection of interview questions on DS, AI, ML, DL, NLP, computer vision.

✅ Machine learning interview questions and answers for data scientists

✅ Deep Learning Interview Questions and Answers for Data Scientists

✅ Statistics questions

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✅ Repository for a line of online courses on statistics

✅ Questions and answers for data scientists in Python

✅ SQL and DB Interview Questions and Answers for Data Scientists
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✅ Large Language Model (LLM) Interview Questions and Answers

✅ Questions and answers to interviews on computer vision part 1

✅ Computer vision interview questions and answers part 2

✅ Questions and answers to computer vision interviews part 3

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EventEgo3D: 3D Human Motion Capture from Egocentric Event Streams

🖥 Github: https://github.com/Chris10M/EventEgo3D

📕 Paper: https://arxiv.org/abs/2404.08640v1

🔥Dataset: https://paperswithcode.com/task/3d-human-pose-estimation

Pixart-Sigma, the first high-quality, transformer-based image generation training framework!

🖥 Github: https://github.com/PixArt-alpha/PixArt-sigma

🔥Demo: https://huggingface.co/spaces/PixArt-alpha/PixArt-Sigma