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TimeSformer is a vision transformer architecture for video that extends the standard attention mechanism into spatiotemporal attention. The model alternates attention along spatial and temporal dimensions (or designs variants like divided attention) so that it can capture both appearance and motion cues in video. Because the attention is global across frames, TimeSformer can reason about dependencies across long time spans, not just local neighborhoods. The official implementation in PyTorch...

...Gifcurry edits your GIFs or videos and turns them into videos or GIFs. You can crop, trim, seek, add text, pick a font, alter the duration, change the size, set the FPS, tweak the color count, enable dithering, import subtitles, and save your creation as either a GIF or video. Before you download Gifcurry, make sure your machine has GTK+, GStreamer, FFmpeg, and ImageMagick. Linux users can download the AppImage or the prebuilt binaries. If you'd rather install it, you can do so via pacman (Arch) or snap. If you're really courageous, you can build it from source.

Converts plain text (.txt) into subtitles(.srt), using punctuation to nicely cut between subs. Detects sentences with a regex. Evaluates the best character count for each subs. Tries to cut at commas, colon and semi-colons before cutting between words. in v1.2: live preview with update of max sub length

...Not only does the easycap work but plays well with our other video inputs including an HP HD webcam and a Hauppauge 150. Also included in this multimedia release from mintyMac is a solution for a commercial quality multitrack system that you can count on not just test and play with. The solution is the version of wine (1.7) that is pre installed was running Adobe Audition 1.5 and Fruityloops with no latency issues. Complete iPhone management solution with Banshee for Audio and Shotwell and F-Spot for photos. Some other software included: Audacity, Totem, VLC, Gimp, Chromium, Evolution plus etc See the README file.

SubtitleGet is a command-line tool written in Python, that I am creating in my spare time. It's main purpose is to search, download and/or upload subtitles using Opensubtitles.org fantastic site.