Photoshop&PremiereProを自動化してFlourishのBarChartRace動画に挿絵を挿入する

以前、大部分を手動でやっていたものを自動化しました。
下記手順を試すと、Spotifyのデータからこのような動画を作ることが出来ます。
www.youtube.com

年代を文字認識してシーン分割

動画から特定範囲をトリミング

gesogeso.hatenablog.jp

動画からフレーム番号に対応する画像を取得する

上記で範囲トリミングした動画の1フレームを取得する（出力する必要はない）

gesogeso.hatenablog.jp

画像から文字認識

上記の画像を文字認識し（フレーム番号, 時刻, 文字）のTSVを作る
全フレームやるのはあまりにも効率が悪かったので5フレームごととかにすると早いし書き込み量も減る、最悪4フレームズレるがそのくらいは許容範囲

frame_no	msec	string
3.0	33.333333333333336	01/02/17
6.0	83.33333333333333	01/02/17
9.0	133.33333333333334	01/02/17
12.0	183.33333333333331	01/02/17
15.0	233.33333333333334	01/02/17
18.0	283.3333333333333	01/02/17
21.0	333.3333333333333	01/02/17
24.0	383.3333333333333	01/02/17
27.0	433.33333333333337	01/02/17
30.0	483.3333333333333	01/02/17
33.0	533.3333333333334	01/02/17
36.0	583.3333333333334	01/02/17
39.0	633.3333333333333	01/02/17
42.0	683.3333333333334	01/02/17
45.0	733.3333333333333	01/02/17
48.0	783.3333333333334	01/02/17
51.0	833.3333333333334	01/02/17

gesogeso.hatenablog.jp

動画を区切る

上記TSVからシーンが変わる時刻のみにしたTSVをつくる

label	start
01/03/17	3683.333333333333
01/04/17	4633.333333333333
01/05/17	5583.333333333333
01/06/17	6533.333333333333
01/07/17	7483.333333333333
01/08/17	8433.333333333334
01/09/17	9383.333333333332

TSVの変換ファイルはこんな感じ

import csv
from base import get_each_frame_tsv, get_milestone_tsv
from dataclasses import dataclass

@dataclass
class Frame:
    label: str
    start: float


if __name__ == '__main__':
    tsv_path = get_each_frame_tsv()
    with open(tsv_path, 'r') as f:
        reader = csv.reader(f, delimiter='\t')
        header = next(reader)

        x = None
        frames = []
        for row in reader:
            frame_no, msec, string = row
            msec = float(msec)
            if x != string:
                frame = Frame(label=string, start=msec)
                frames.append(frame)
                x = string

    tsv_path = get_milestone_tsv()
    with open(tsv_path, 'w') as f:
        writer = csv.writer(f, delimiter='\t', lineterminator='\n')
        header = ['label', 'start']
        writer.writerow(header)
        for frame in frames:
            writer.writerow([frame.label, frame.start])

Premiere Proでトラックを分割する基本的な処理は下記コード

def cut_track(seconds: List[float], video_track: int) -> None:
    """
    video_trackをlen(seconds)+1個に分ける
    """
    for i, second in enumerate(seconds):
        print(i, second)
        pymiere.objects.qe.project.getActiveSequence().getVideoTrackAt(
            video_track
        ).razor(f"{second}")

if __name__ == "__main__":
    # clipをcut
    seconds = [1.5, 2.0, 2.1] #=> [1:30, 2:00, 3:0166]

    # secondsを60進数に変換
    for i, second in enumerate(seconds):
        # 整数
        a = int(second)
        # 小数(1000進数から60fpsに変更)
        b = int(int(1000 * (second - a)) * 0.06)
        second = f'{a}:{b:02d}'
        seconds[i] = second

    # trackをcut（最初は切る必要がないのでスライスは[1:]から始める）
    cut_track(seconds[1:], video_track=0)

手作業だと途方もなく大変な作業が自動化できた！

Photoshopで挿絵を作る

曲のジャケット（？）画像とアーティスト名、曲のタイトル情報からPhotoshopで以下のような画像を作成する

1位を取得したことがある楽曲情報をまとめたTSVを用意

Selenium等でSpotify Chartからスクレイピングして（楽曲名, アーティスト名, 楽曲のURL, 楽曲のジャケット画像URL）をTSVにまとめる

title	artist	table_img_url	detail_url	img_url
Starboy	The Weeknd, Daft Punk	https://i.scdn.co/image/ab67616d000048510c8599cbde51245c128bcea9	https://open.spotify.com/track/5aAx2yezTd8zXrkmtKl66Z	https://i.scdn.co/image/ab67616d00001e020c8599cbde51245c128bcea9
Shape of You	Ed Sheeran	https://i.scdn.co/image/ab67616d00004851ba5db46f4b838ef6027e6f96	https://open.spotify.com/track/7qiZfU4dY1lWllzX7mPBI3	https://i.scdn.co/image/ab67616d00001e02ba5db46f4b838ef6027e6f96
HUMBLE.	Kendrick Lamar	https://i.scdn.co/image/ab67616d000048518b52c6b9bc4e43d873869699	https://open.spotify.com/track/7KXjTSCq5nL1LoYtL7XAwS	https://i.scdn.co/image/ab67616d00001e028b52c6b9bc4e43d873869699
Despacito - Remix	Luis Fonsi, Daddy Yankee, Justin Bieber	https://i.scdn.co/image/ab67616d00004851d8559d0280ffe2a2af6dacdf	https://open.spotify.com/track/5CtI0qwDJkDQGwXD1H1cLb	
Mi Gente	J Balvin, Willy William	https://i.scdn.co/image/ab67616d00004851996bd1ea86bd3815eedfeef5	https://open.spotify.com/track/2rb5MvYT7ZIxbKW5hfcHx8	
Look What You Made Me Do	Taylor Swift	https://i.scdn.co/image/ab67616d00004851836f1bcbfbd095a859cd5b15	https://open.spotify.com/track/2VjtYe7gpfUi2OkGxR2O2z	https://i.scdn.co/image/ab67616d00001e02836f1bcbfbd095a859cd5b15

上記TSVからPhotoshopで挿絵を作成

gesoges0.hatenablog.com

挿絵を動画に挿入する

1位の情報のTSV

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How Far Ill Go - From Moana	Alessia Cara	https://i.scdn.co/image/ab67616d00004851fb128b1eda22335050f584fe	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1781355	1891385	1922846	1914254	0	0	0	1836087	0	0	0	0	0	1721975	1833066	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
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差し込む時間のTSV

label	start
01/02/17	33.333333333333336
01/03/17	3683.333333333333
01/04/17	4633.333333333333
01/05/17	5583.333333333333
01/06/17	6533.333333333333
01/07/17	7483.333333333333
01/08/17	8433.333333333334
01/09/17	9383.333333333332

最初のTSVから、ある日において最も視聴数が高い楽曲を抽出
その日の画像を指定して、画像を区切ったトラック単位で挿入していく