efficientnet-b4

There are 0 repository under efficientnet-b4 topic.

emoen / Deep-learning-for-salmon-scales
Fish scales constitute a valuable source of information about individual life histories, but correctly extracting this information requires a highly skilled expert. Here, we train a deep convolutional neural network architecture EfficientNet B4 on a set of about 9000 salmon scale images, and show that it attains good performance on predicting a set of variables used in stock management. Further, we see substantial benefits from user transfer learning with a network pre-trained on ImageNet, even if the salmon scale images are very different from those found in the data used for pre-training.
salmon-scale efficientnet-b4 cnn-classification cnn-regression machine-learning sea-age salmon-scales cnn keras tensorflow
Language:Python 3
Chinmaya-3141 / Capstone-Project
Repository to archive and document work done for satisfying Capstone Project requirements at Praxis Business School.
efficientnet-b4 efficientnet-pytorch pytorch pytorch-cnn-classification
Language:Jupyter Notebook 0

emoen / Deep-learning-for-salmon-scales