PEANUT (Prompt-Enhanced Ablation with Optical Flow-Based Neural Unit) designed to enhance video restoration by combining spatial and temporal consistency with clarity optimization. The core innovation lies in Prompt-Guided Mask Self-Generation and leveraging optical flow-based neural units to generate high-fidelity video sequences
A powerful multimodal document search engine that converts PDF documents into searchable vector embeddings using OpenAI's CLIP model. Enables cross-modal search across text and images with natural language queries through a modern Streamlit interface.
This patent-pending work pioneers a cross-modal knowledge distillation framework optimized for edge AI deployment, integrating modality-specific compression and lightweight feature alignment techniques.
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