Build practical Edge AI applications with Raspberry Pi, from basic concepts to object detection and robotics, using the AI ...
Abstract: Accurate and fast detection of traffic signs is critical for autonomous driving, particularly in complex environments with diverse sign scales and varying detection distances. Existing ...
Abstract: Object detection is a fundamental computer vision task that simultaneously locates and categorizes objects in images and videos. It is utilized in various fields, such as autonomous driving, ...
The RF-DETR Training Pipeline simplifies the process of fine-tuning RF-DETR (Real-time DEtection TRansformer) models for object detection tasks. It provides a user-friendly command-line interface (CLI ...
Image preprocessing: ├─ Convert to grayscale ├─ Bilateral filtering (noise reduction) ├─ Adaptive thresholding (better contrast) └─ Resize if needed (minimum 50px height) EasyOCR reads text → Filter ...
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