Considering the poor quality of the original it’s quite impressive. First Image Colorization, then Waifu2x, and finally Super Resolution. This photo was run through all three APIs. Super Resolution doubles the size of the original image. Waifu2x was trained with anime style artwork but upscales a little smaller and with less noise in photos. The two APIs that DeepAI supports are Waifu2x and Super Resolution. Digital colorization is a long tedious process typically reserved for cover art or marketing but this tool could convert an archive of historical b+w photos with a semblance of color within hours.Īs screen resolution continues to expand in consumer products older films and archival treasures may find new life with upscaling AI. Image Colorization quickly transforms black and white images with a splash of not so inaccurate saturation. How can creatives adapt deep neural learning to their own processes?ĭeepAI has a handful of tools for developers to include in their apps and a few of them could benefit documentary producers. Machines have reviewed and picked up on patterns in human creativity and can now blend photos and art into psychedelic deep dreams. Similarly, ffmpeg can export a section of a video:įfmpeg -ss 120 -i inputvideoname.mp4 -t 12 -c copy outputvideoname.mp4ĪI is a promising technology for the surveillance state and Hollywood films that feed on the public’s paranoia. *Starts the gif at 2 minutes (120 seconds) in the video and stops after 12 seconds. For a video conversion to images:įfmpeg -i inpputvideoname.mp4 -vf fps=24 outputimagename%03d.jpgįfmpeg -i inputvideoname.mp4 -vf scale=1920:1080 outputvideoname.mp4įfmpeg -i inputvideoname.mp4 -vf scale=320:-1 outputvideoname.mp4įfmpeg -i inputvideoname.mp4 -vf "fps=12” -loop 0 outputgifname.gifĪdjust the in and out points of the video to gif:įfmpeg -ss 120 -t 12 -i videoinputname.mp4 outputgifname.gif If these images are not in sequence, Finder can batch rename (Select All, Action-Rename). Where all image files are named imagename001.jpg, imagename002.jpg, etc. Wagner Labor Archives at New York University)įor example to process a batch of images and output to video:įfmpeg -r 24 -f image2 -s 640x480 -i inputimagename%03d.jpg -vcodec libx265 -crf 25 -pix_fmt yuv420p outputvideoname.mp4 With ffmpeg installed it’s possible to create animation and video with Terminal commands. Live chromakey/greenscreen with webcam and prerecorded video in Max/Msp. Featuring Fred Torrey’s Lincoln Walks at Midnight (1974) sculpture at West Virginia Capitol Building in Charleston, WV
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