This is the step required for installing PyTorch on Nvidia Jetson Nano.
Pyramid is a widely used technique in vision tasks. It applied when you want to obtain features from different scales. There are generally two types of pyramids available:
- image pyramid: where image pyramid is generated first and then feature extract is applied on each level of pyramid. Image pyramid is a very effective way but has high computational cost.
- feature pyramid: feature is extract on the original image and next level of feature is built on the feature of previous level. Feature pyramid may reduce the computational cost by reusing the feature from lower level.
Ruohan Gao and Kristen Grauman
International Conference on Machine Learning (ICML) 2019 has got 3424 submissions and 744 accepted (accpetance rate is 22.6%). The result can be found here
Semi-supervised learning (SSL) seeks to largely alleviate the need for labeled data by allowing a model to leverage unlabeled data. Many recent approaches for semi-supervised learning add a loss term which is computed on unlabeled data and encourages the model to generalize better to unseen data.