http://imatge-upc.github.io/telecombcn-2016-dlcv/
Lecture Slides and Videos
Topic Speaker Slideshare YouTube D1L1 Welcome XG Slides D1L2 Classification EM Slides D1L3 Deep networks ES Slides D1L4 Backward Propagation ES Slides Video D1L5 Training EM Slides D1L6 Software Frameworks KM Slides Video D2L1 Memory & Computation KM Slides Video D2L2 Data Augmentation EM Slides D2L3 Visualization AS Slides Video D2L4 Imagenet Challenge XG Slides D2L5 Transfer & Adaptation KM Slides Video D2L6 Recurrent Networks XG Slides Video D3L1 Unsupervised Learning KM Slides Video D3L2 Saliency Prediction ES Slides D3L3 Optimization KM Slides D3L4 Object Detection AS Slides Video D3L5 Face Recognition ES Slides Video D3L6 Image retrieval EM Slides Video D4L1 Generative Models KM Slides D4L2 Segmentation AS Slides Video D4L3 Language and Vision XG Slides Video D4L4 Video Analytics XG Slides Video D4L5 Medical Imaging ES Slides Video D4L6 Attention Models AS Slides Video D5L Closing XG Slides TensorFlow
Topic D1T Linear regressor Slides D2T Clustering Slides D3T Neuron & Tensorboard Slides D4T CNN & SLIM Slides D5T RNN Slides The full course with code snippets is available in this repo.
Subscribe to feature events: https://github.com/imatge-upc/telecombcn-2016-dlcv/issues/2