Skip to main content

Table 4 The detail of three different image size of 256*256, 512*512, 1024*1024 datasets for training, validation and testing generated by our image synthetic method

From: High-throughput soybean seeds phenotyping with convolutional neural networks and transfer learning

Image size Seed count Large dataset Small dataset Test dataset Generation time/min
Train./Val. Train./Val.
256*256 50–80 1000/100 200/20 200 274
512*512 80–100 1000/100 200/20 200 487
1024*1024 100–120 1000/100 200/20 200 575