Multi-view feature acquisition and analysis method based on image recognition

The invention belongs to the technical field of image data acquisition, and particularly relates to a multi-view feature acquisition and analysis method based on image recognition, and the method comprises the following specific steps: 1, image acquisition: carrying out the image acquisition in different directions, namely, the front, rear, left and right sides; image pickup equipment is used for collecting images of dairy cows, the image quality and angle consistency are ensured, a multi-view collection method can provide richer and more accurate data, a model can learn all-around expression of personalized features of the dairy cows, fine adjustment and optimization are carried out on the obtained basic features through finetune, and the accuracy of the personalized features of the dairy cows is improved. The method enables the model to better adapt to the recognition and extraction of the individual features of the dairy cow, improves the accuracy and reliability of the model, can find disease signs earlie