Category: Dataset

Person Re-ID Datasets

To evaluate a PReID method, some factors must be taken into account to reach a reliable recognition rate. This task faces challenges due to occlusions (e.g. apparent on i-LIDS data set) and illumination variation (common in most of them). On the other hand, background and foreground segmentation in order to distinguish person’s body is challenging…… Continue reading Person Re-ID Datasets

Video Action Recognition Datasets

Video Action Understanding: Tasks Different tasks of video action understanding Action Recognition (AR) is the process of classifying a complete input (either an entire video or a specified segment) by the action occurring in the input.Action Prediction (AP) is the process of classifying an incomplete input by the action yet to be observed.Temporal Action Proposal…… Continue reading Video Action Recognition Datasets

Image Colorization Datasets

The datasets available for evaluation are the most commonly used ones in the literature for other tasks such as detection, classification, segmentation etc. Where the images are first converted to grayscale, and then apply colorization models to analyze its performance. COCO-Stuff COCO-stuff dataset: The Common Objects in COntext-stuff (COCO-stuff) is constructed by annotating the original…… Continue reading Image Colorization Datasets