PlantNexus AI — Deep Learning Plant Pathology & Vision Framework

AI, Computer Vision & Agritech · Publication-Quality AI Research Framework — PyTorch 2.x, CUDA & ViT

PlantNexus AI is an enterprise-grade, publication-quality plant pathology diagnosis and computer vision research framework. It evaluates and benchmarks 7 deep learning architectures (ResNet50, Vision Transformer ViT-B/16, DenseNet121, MobileNetV2, VGG16, AlexNet, and custom LeNet-5) across a standardized dataset of 54,299+ high-resolution leaf images spanning 38 crop disease classes and 14 agricultural plant species. Built with PyTorch 2.x and CUDA GPU acceleration, it delivers sub-90ms real-time inference, Top-5 softmax probability breakdowns, and comprehensive agronomic treatment guidelines.

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