IARG Home

Resources

Additional links provided by Sonit Singh as background to the presentation on 5/2/2018

• More about CIFAR-10 and CIFAR-100 Datasets
• Image Captioning
• Text-guided attention for Image Captioning
• Various architectures of CNN in Computer Vision
• Understanding LSTMs and another LSTM resource
• Course on Cutting-Edge deep learning for CV at University of Illinois
• Wide Residual Networks
• Working of Attention mechanism
• What is BLEU score and how to calculate BLEU score in Python
• Chest X-ray dataset with their annotated diagnosis report
• Model Zoo for Computer Vision Pre-trained models
• Important Deep Learning Papers;
• Beginner’s Guide to CNN - part 1 and Part 2
• What is Pre-trained models and how to use these pre-trained models for CV tasks - VGG; Keras tutorial and Transfer learning
• Relevant papers on Fine tuning and practical advice