Pig ear thermal infrared image target detection method, device, equipment and medium

The invention relates to the technical field of target detection, in particular to a pig ear thermal infrared image target detection method, device and equipment and a medium. According to the method, the deformable convolution layer is arranged in the target detection model, a geometric transformation mechanism is introduced to enable the convolution kernel to extract more key information from the feature map, the multiple attention modules are arranged in the target detection model, the receptive field of the feature extraction module in the target detection model can be expanded, and the target detection accuracy is improved. The sensitivity and adaptability of pig ear monitoring are improved, so that adverse effects of environmental factors, equipment factors and biological factors on a pig ear thermal infrared image target detection task are overcome, and the precision of the pig ear thermal infrared image target detection task is improved. 本发明涉及目标检测技术领域，尤其涉及一种猪耳热红外图像目标检测方法、装置、设备及介质。本发明通过在目标检测模型中设置可变形卷积层