For example, when you type a query to search for some video on Youtube, the search engine will map your query against a set of keys (video title, description etc.) associated with candidate videos in the database, then present you the best matched videos (values).“查询键和值的概念来自...
✔ YouTube ✔ Vimeo ✔ Dailymotion ✔ And many more, though this extension is targeting user uploaded videos that need tweaking. Transformations Include: ✔ Zooming (in and out) ✔ Stretching (vertically and horizontally) ✔ Positional Movement (up/down/left/right) ...
Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution Zhongwei Qiu, Huan Yang, Jianlong Fu, Dongmei Fu ECCV 2022|October 2022
🌱 Progressively Normalized Self-attention Network(PNS-Net): efficiently learn representations from polyp videos with real-time speed ( ∼140fps) on a single RTX 2080 GPU and no postprocessing. (MICCAI 2021) UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation, Yunhe Gao et...
videos. We propose a novel Trajectory-aware Transformer for Video Super-Resolution (TTVSR). In particular, we formulate video frames into several pre-aligned trajectories which consist of continuous visual tokens. For a query token, self-attention is only learned on relevant vi...
Available on Youtube. Installation The model depends on the following libraries: sklearn PIL Python >= 3.5 ivtmetrics Developer's framework: For Tensorflow version 1: TF >= 1.10 For Tensorflow version 2: TF >= 2.1 For PyTorch version: ...
We perform the video restoration task on Youtube VOS and DAVIS, and generate various types of unknown masks, including moving masks, randomly corrupted masks and object removal masks. We perform the object removal task on DAVIS dataset, which consists of 150 high-quality videos...
YouTube-VIS [77] contains two versions for video in- stance segmentation; The YouTube-VIS-2019 contains 40 semantic classes and the YouTube-VIS-2021 is an im- proved version with higher number of instances and videos. Youtube-VIS adopts track mAP for evaluation. SemKITTI-DVPS [63] is ...
To test your own videos, please prepare the input mp4 video (or split frames) and frame-wise mask(s).If you want to specify the video resolution for processing or avoid running out of memory, you can set the video size of --width and --height:# process a 576x320 video; set --fp...
They tested their segmentation model on images and videos downloaded from Google Images and YouTube, where their model’s prediction results were visually appealing. However, the model struggled to detect smoke during foggy conditions (Khan et al. 2021). Almeida et al. (2022) have proposed a ...