本文提出一种面向真实场景的ViT图像去雾方法，核心在于将大气散射物理模型深度融入Vision Transformer架构设计：通过调整patch size为12×12、移除class token、重构透射率图（t-map）与大气光A的联合估计模块，并采用真实配对数据与三重物理损失函数（重建一致性、透射率平滑性、边缘对齐）进行训练 ...

Kimi-VL-A3B-Instruct 是月之暗面开源的多模态视觉语言模型，总参数 16.4B，但推理时只激活约 2.8B 参数，属于 MoE 架构。它能做图片描述、视频内容理解、OCR、图表分析等任务，适合需要在本地或私有环境处理视频帧序列的开发者。如果你手头有安防视频、教学录屏 ...

Supports YOLOv8 / YOLO11 / YOLO12 object detection and instance segmentation. Keep the familiar YOLO training, validation, and prediction interface; prune and export with a single method call each. No ...

Unlike a basic slideshow, an image-to-video model must generate new intermediate frames: changes in head orientation, eye gaze, expression, shoulders, lighting, hair, and the physical distance between ...

Text-prompted segmentation with the latest SAM2 models (Tiny/Small/Base+/Large) Automatic model download on first use, with manual download option YOLO nodes require ...

Firmware Arduino IDE / C++ Embedded control logic, sensor/actuator interfacing, hardware control, and serial data transmission. Communication Eclipse Mosquitto MQTT Lightweight publish/subscribe ...

Safety Bot is an innovative robotic surveillance and safety system that seamlessly combines advanced hardware automation with edge artificial intelligence. Constructed as a rugged, mobile rover, this ...