Laboratory for Image & Video Engineering

DeepRiver: River Network Extraction by Deep Convolutional Neural Networks

F. Isikdogan, A.C. Bovik, and P. Passalacqua

---

Trained Models

Running the models require the Caffe deep learning framework.

• Pre-trained model definition
• Fine-tuned model definition
• Pre-trained weights
• Fine-tuned weights

Demo

• Demo

Training

The models were trained using a modified version of Caffe.

• Synthetic data generator (Caffe Python Layer)
• Training config
• Solver

Figures

Click to view larger images

Figure 1

Figure 3

Figure 4

Figure 5

Figure 6

Figure 7

Figure 8

Figure 9

---