Bias : Bias means it’s how far are the predicted values from the actual values. If the average predicted values are far off from the actual values, then we called this one has a high bias. …

Confidence Interval: A confidence interval, in statistics, refers to the probability that a population parameter will fall between two set values. Confidence intervals measure the degree of uncertainty or certainty in a sampling method. …

CRAFT stands for Cascade Region-proposal-network And FasT R-CNN. It is reviewed by the Chinese Academy of Sciences and Tsinghua University. In Faster R-CNN, a region proposal network is used to generate proposals. These proposals, after ROI pooling, are going through the network for classification. However, CRAFT is found that there…

Multipath: In Multipath, we focus on the problem of predicting future agent states, which is the crucial task for robot planning in real-world environments. We are specifically interested in addressing this problem for self-driving vehicles, an application with a potentially enormous societal impact. …

There are close connections between segmentation and detection. And segmentation-related ques are empirically known to help object detection often. Two modules are added: Activation maps module for semantic segmentation-aware features, and regions adaptation module for Grammarly segmentation-aware feature. There is no additional annotation used for training here. FCN is used…

Z-Test: It is a statistical test used to determine whether the two population means are different when the variances are known, and the sample size is large. …

MANOVA (multivariate analysis of variance): It is a type of multivariate analysis used to analyze data that involves more than one dependent variable at a time. MANOVA allows us to test hypotheses regarding the effect of one or more independent variables on two or more dependent variables. The obvious difference…

ANOVA: It stands for “ Analysis of Variance ” is an extremely important tool for the analysis of data (both One Way and Two Way ANOVA is used). It is a statistical method to compare the population means of two or more groups by analyzing variance. The variance would differ…

News archives offer a rich historical record. But if the reader or the journalist wants to learn about a new topic with a traditional search engine, they must enter a query and begin reading or skimming old articles one-by-one, slowly piecing together an intricate web of people, organizations, events, places…