using Flowframes; using Flowframes.Data; using Flowframes.IO; using Flowframes.Magick; using Flowframes.Main; using Flowframes.MiscUtils; using Flowframes.OS; using Flowframes.UI; using System; using System.Collections.Generic; using System.Diagnostics; using System.Drawing; using System.IO; using System.Linq; using System.Threading.Tasks; using System.Windows.Forms; using Padding = Flowframes.Data.Padding; using Utils = Flowframes.Main.InterpolateUtils; namespace Flowframes { public class Interpolate { public enum OutMode { VidMp4, VidMkv, VidWebm, VidProRes, VidAvi, VidGif, ImgPng } public static int currentInputFrameCount; public static bool currentlyUsingAutoEnc; public static InterpSettings current; public static bool canceled = false; static Stopwatch sw = new Stopwatch(); public static async Task Start() { if (!BatchProcessing.busy && Program.busy) return; canceled = false; if (!Utils.InputIsValid(current.inPath, current.outPath, current.outFps, current.interpFactor, current.outMode)) return; // General input checks if (!Utils.CheckAiAvailable(current.ai)) return; // Check if selected AI pkg is installed if (!Utils.CheckDeleteOldTempFolder()) return; // Try to delete temp folder if an old one exists if (!Utils.CheckPathValid(current.inPath)) return; // Check if input path/file is valid Utils.PathAsciiCheck(current.inPath, current.outPath); currentInputFrameCount = await Utils.GetInputFrameCountAsync(current.inPath); Program.mainForm.SetStatus("Starting..."); Program.mainForm.SetWorking(true); await GetFrames(); if (canceled) return; sw.Restart(); await PostProcessFrames(); if (canceled) return; await RunAi(current.interpFolder, current.ai); if (canceled) return; Program.mainForm.SetProgress(100); if(!currentlyUsingAutoEnc) await CreateVideo.Export(current.interpFolder, current.outFilename, current.outMode, false); await IOUtils.ReverseRenaming(AiProcess.filenameMap, true); // Get timestamps back await Cleanup(); Program.mainForm.SetWorking(false); Logger.Log("Total processing time: " + FormatUtils.Time(sw.Elapsed)); sw.Stop(); Program.mainForm.SetStatus("Done interpolating!"); } public static async Task GetFrames () { current.RefreshAlpha(); if (!current.inputIsFrames) // Input is video - extract frames first await ExtractFrames(current.inPath, current.framesFolder, current.alpha); else await FFmpegCommands.ImportImages(current.inPath, current.framesFolder, current.alpha, await Utils.GetOutputResolution(current.inPath, true)); if (current.alpha) { Program.mainForm.SetStatus("Extracting transparency..."); Logger.Log("Extracting transparency... (1/2)"); await FFmpegCommands.ExtractAlphaDir(current.framesFolder, current.framesFolder + Paths.alphaSuffix); Logger.Log("Extracting transparency... (2/2)", false, true); await FFmpegCommands.RemoveAlpha(current.framesFolder, current.framesFolder); } } public static async Task ExtractFrames(string inPath, string outPath, bool alpha, bool extractAudio = true) { if (Config.GetBool("scnDetect")) { Program.mainForm.SetStatus("Extracting scenes from video..."); await FFmpegCommands.ExtractSceneChanges(inPath, Path.Combine(current.tempFolder, Paths.scenesDir), current.inFps); await Task.Delay(10); } Program.mainForm.SetStatus("Extracting frames from video..."); bool mpdecimate = Config.GetInt("dedupMode") == 2; await FFmpegCommands.VideoToFrames(inPath, outPath, alpha, current.inFps, mpdecimate, false, await Utils.GetOutputResolution(inPath, true, true), false); if (mpdecimate) { int framesLeft = IOUtils.GetAmountOfFiles(outPath, false, $"*.png"); int framesDeleted = currentInputFrameCount - framesLeft; float percentDeleted = ((float)framesDeleted / currentInputFrameCount) * 100f; string keptPercent = $"{(100f - percentDeleted).ToString("0.0")}%"; Logger.Log($"[Deduplication] Kept {framesLeft} ({keptPercent}) frames, deleted {framesDeleted} frames."); } if(!Config.GetBool("allowConsecutiveSceneChanges", true)) Utils.FixConsecutiveSceneFrames(Path.Combine(current.tempFolder, Paths.scenesDir), current.framesFolder); if (extractAudio) { string audioFile = Path.Combine(current.tempFolder, "audio"); if (audioFile != null && !File.Exists(audioFile)) await FFmpegCommands.ExtractAudio(inPath, audioFile); } await FFmpegCommands.ExtractSubtitles(inPath, current.tempFolder, current.outMode); } public static async Task PostProcessFrames (bool sbsMode = false) { if (canceled) return; int extractedFrames = IOUtils.GetAmountOfFiles(current.framesFolder, false, "*.png"); if (!Directory.Exists(current.framesFolder) || currentInputFrameCount <= 0 || extractedFrames < 2) { if(extractedFrames == 1) Cancel("Only a single frame was extracted from your input file!\n\nPossibly your input is an image, not a video?"); else Cancel("Frame extraction failed!\n\nYour input file might be incompatible."); } if (Config.GetInt("dedupMode") == 1) await Dedupe.Run(current.framesFolder); else Dedupe.ClearCache(); if(!Config.GetBool("enableLoop")) await Utils.CopyLastFrame(currentInputFrameCount); if (Config.GetInt("dedupMode") > 0) await Dedupe.CreateDupesFile(current.framesFolder, currentInputFrameCount); if (canceled) return; await FrameOrder.CreateFrameOrderFile(current.framesFolder, Config.GetBool("enableLoop"), current.interpFactor); if (canceled) return; try { AiProcess.filenameMap = IOUtils.RenameCounterDirReversible(current.framesFolder, "png", 1, Padding.inputFramesRenamed); } catch (Exception e) { Logger.Log($"Error renaming frame files: {e.Message}"); Cancel("Error renaming frame files. Check the log for details."); } if (canceled) return; } public static async Task RunAi(string outpath, AI ai, bool stepByStep = false) { Program.mainForm.SetStatus("Downloading models..."); await ModelDownloader.DownloadModelFiles(Path.GetFileNameWithoutExtension(ai.pkg.fileName), current.model); if (canceled) return; currentlyUsingAutoEnc = Utils.CanUseAutoEnc(stepByStep, current); IOUtils.CreateDir(outpath); List tasks = new List(); if (ai.aiName == Networks.rifeCuda.aiName) tasks.Add(AiProcess.RunRifeCuda(current.framesFolder, current.interpFactor, current.model)); if (ai.aiName == Networks.rifeNcnn.aiName) tasks.Add(AiProcess.RunRifeNcnn(current.framesFolder, outpath, current.interpFactor, current.model)); if (ai.aiName == Networks.dainNcnn.aiName) tasks.Add(AiProcess.RunDainNcnn(current.framesFolder, outpath, current.interpFactor, current.model, Config.GetInt("dainNcnnTilesize", 512))); if (currentlyUsingAutoEnc) { Logger.Log($"{Logger.GetLastLine()} (Using Auto-Encode)", true); tasks.Add(AutoEncode.MainLoop(outpath)); } Program.mainForm.SetStatus("Running AI..."); await Task.WhenAll(tasks); } public static void Cancel(string reason = "", bool noMsgBox = false) { if (AiProcess.currentAiProcess != null && !AiProcess.currentAiProcess.HasExited) OSUtils.KillProcessTree(AiProcess.currentAiProcess.Id); if (AvProcess.lastProcess != null && !AvProcess.lastProcess.HasExited) OSUtils.KillProcessTree(AvProcess.lastProcess.Id); canceled = true; Program.mainForm.SetStatus("Canceled."); Program.mainForm.SetProgress(0); if (Config.GetInt("processingMode") == 0 && !Config.GetBool("keepTempFolder")) { DialogResult dialogResult = MessageBox.Show($"Delete the temp folder (Yes) or keep it for resuming later (No)?", "Delete temporary files?", MessageBoxButtons.YesNo); if (dialogResult == DialogResult.Yes) IOUtils.TryDeleteIfExists(current.tempFolder); } AutoEncode.busy = false; Program.mainForm.SetWorking(false); Program.mainForm.SetTab("interpolation"); Logger.LogIfLastLineDoesNotContainMsg("Canceled interpolation."); if (!string.IsNullOrWhiteSpace(reason) && !noMsgBox) Utils.ShowMessage($"Canceled:\n\n{reason}"); } public static async Task Cleanup(bool ignoreKeepSetting = false, int retriesLeft = 3, bool isRetry = false) { if ((!ignoreKeepSetting && Config.GetBool("keepTempFolder")) || !Program.busy) return; if (!isRetry) Logger.Log("Deleting temporary files..."); try { Directory.Delete(current.tempFolder, true); } catch (Exception e) { Logger.Log("Cleanup Error: " + e.Message, true); if(retriesLeft > 0) { await Task.Delay(1000); await Cleanup(ignoreKeepSetting, retriesLeft - 1, true); } } } } }