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Siva H's Projects

ecg-kit icon ecg-kit

A Matlab toolbox for cardiovascular signal processing

leaf-disease-classifier icon leaf-disease-classifier

A Leaf Disease image classifier built in order to classify leaf diseases using Deep Residual Networks and YOLOv3 object detection algorithm and obtained an accuracy of 96% on Plant-Village Dataset

leaf-disease-detection-dl-v.1 icon leaf-disease-detection-dl-v.1

highly accurate model for leaf disease detection using deeplearning with the help of VGG-19 and Keras & added output speed optimisation with implementation of higher workload on gpu compared to cpu.

mqtt-demo icon mqtt-demo

Setup MQTT publish subscribe system between Raspberry Pi and ESP 32 microcontrollers with the help of this demo project

plant-disease-detection-using-yolov4 icon plant-disease-detection-using-yolov4

our work focused on the detection and identification of plant leaf diseases using the YOLO v4 architecture on the Plant Village dataset. Through the use of image annotation, data preprocessing, and model training, we were able to achieve very good accuracy in detecting and identifying various plant leaf diseases.

smac-protocol-wsns-matlab icon smac-protocol-wsns-matlab

A completely implemented SMAC(Sensors Medium Access Control) Protocol in MATLAB (With Code and Documentation)

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