Enrico CallerisReview: VPGNet — A Multi-Task Network for Autonomous DrivingInsights into VPGNet: a multi-task Deep Learning architecture for object detection, multi-label classification, and vanishing point…7 min read·Mar 23, 2022----
Enrico CallerisDetecting Vanishing Point through CNN-Based Heatmap RegressionAn analysis of a Vanishing Point Detection architecture employing a Heatmap-Based Regression to estimate Vanishing Point likelihoods.5 min read·Feb 8, 2022----
Enrico CallerisThe DeepLab FamilyA brief historical review of the DeepLab segmentation architecture: from DeepLabv1 to DeepLabv3+.7 min read·Feb 2, 2022----
Enrico CallerisThe Hourglass NetworkA discussion of one of the most popular architectures for image segmentation: from fully convolutional networks to U-Net and V-Net.6 min read·Jan 26, 2022----
Enrico CallerisTwo Architectures for Real-Time Vanishing Point DetectionA discussion of two state-of-the-art architectures for real-time Vanishing Point Detection using limited computational resources.10 min read·Jan 19, 2022----
Enrico CallerisVanishing Point DetectionAn introduction to the concept of Vanishing Point, its importance for Computer Vision, and an intuition behind the most popular approaches.8 min read·Jan 12, 2022----