[2408.11424] EMO-LLaMA: Enhancing Facial Emotion …
网页2024年8月21日 · In this paper, we aim to enhance MLLMs' capabilities in understanding facial expressions. We first generate instruction data for five FER datasets with Gemini. We then propose a novel MLLM, named EMO-LLaMA, which incorporates facial priors from a pretrained facial analysis network to enhance human facial information.
EMO-LLaMA: Enhancing Facial Emotion Understanding with …
网页2024年8月21日 · In this paper, we aim to enhance MLLMs' capabilities in understanding facial expressions. We first generate instruction data for five FER datasets with Gemini. We then propose a novel MLLM, named EMO-LLaMA, which incorporates facial priors from a pretrained facial analysis network to enhance human facial information.
EMO-LLaMA: Enhancing Facial Emotion Understanding with …
网页2024年8月21日 · In this paper, we aim to enhance MLLMs’ capabilities in understanding facial expressions. We first generate instruction data for five FER datasets with Gemini. We then propose a novel MLLM, named EMO-LLaMA, which incorporates facial priors from a pretrained facial analysis network to enhance human facial information.
网页MLLM, named EMO-LLaMA, which incorporates facial pri-ors from a pretrained facial analysis network to enhance hu-man facial information. Specifically, we design a Face Info Mining module to extract both global and local facial infor-mation. Additionally, we utilize a handcrafted prompt to in-
GitHub - xxtars/EMO-LLaMA: Official Implementation for EMO-LLaMA ...
网页Official Implementation for EMO-LLaMA: Enhancing Facial Emotion Understanding with Instruction Tuning Resources
EMO-LLaMA: Enhancing Facial Emotion Understanding with …
网页2024年8月21日 · EMO-LLaMA is a machine learning model that aims to better understand human emotions based on facial expressions. It takes the powerful LLaMA language model and customizes it to work with visual data, specifically images of faces.
[PDF] EMO-LLaMA: Enhancing Facial Emotion Understanding with ...
网页2024年8月21日 · A novel MLLM is proposed, named EMO-LLaMA, which incorporates facial priors from a pretrained facial analysis network to enhance human facial information and design a Face Info Mining module to extract both global and local facial information.
EMO-LLaMA/README.md at main · xxtars/EMO-LLaMA - GitHub
网页Official Implementation for EMO-LLaMA: Enhancing Facial Emotion Understanding with Instruction Tuning - xxtars/EMO-LLaMA
EMO-LLaMA: Enhancing Facial Emotion Understanding with
网页In this paper, we aim to enhance MLLMs' capabilities in understanding facial expressions. We first generate instruction data for five FER datasets with Gemini. We then propose a novel MLLM, named EMO-LLaMA, which incorporates facial priors from a pretrained facial analysis network to enhance human facial information.
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning …
网页Emotion-LLaMA is a multimodal transformer-based language model that is trained using a novel instruction tuning approach to perform a wide range of emotion-related tasks. The model takes in text, images, and audio as inputs, and can recognize emotions, explain emotional states, and generate empathetic responses.