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Compared to the ResNet-50 model, the small shallow custom-built model had higher training (99.7%) and validation (99.1%) accuracies. When tested with new tick image data, the shallow custom-built model yielded higher mean prediction accuracy (80%), greater confidence of true detection (88.7%) and lower mean response time (3.64 s). These results demonstrate that, with limited data size for model training, a simple shallow custom-built CNN model has great prospects for use in the classification of common hard ticks present in a

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How to Build a Fire Media Wall A fireplace media wall can add a cosy feature to your home. They can be built in to the wall with studs or brackets. Some media wall electric fires have smart integration which allows you to regulate the heat output and flame effects as well as lighting from your smartphone or tablet. Some come with scheduling options. Easy to install There are a few aspects to consider when building a media wall for your home. First, you'll need to decide where the wall will be located