Lossless vs Lossy Compression Woɖe eme: Mɔfiame Blibo la

Se vovototo vevi siwo le nutete ƒomeviwo, woƒe akɔntabubuwo, dɔwɔwɔwo, kple alesi nàtia esi sɔ na wò hiahiã tɔxɛwo dome gɔme.

Fail ƒe Agbɔsɔsɔme Dzi Ðeɖe Akpɔtɔ
Nɔnɔmetatawo ƒe Nutete
Odio ƒe Nutete
Video ƒe Nutete

Nyatakakawo ƒe Nutete Gɔmesese

Nyatakakawo ƒe nutete nye mɔnu vevi aɖe le dijitaal mɔ̃ɖaŋununya me si ɖea faɛlwo ƒe lolome dzi kpɔtɔna to nyatakaka siwo mehiã o ɖeɖeɖa kple wo gbugbɔgaɖɔɖo me. Esi míaƒe dijitaal xexeame le kekem ɖe enu kple nɔnɔmetata siwo ƒe lolome deŋgɔ, 4K videowo, kple dɔwɔnu sesẽwo la, nutete nyuie va le vevie wu na nudzraɖoƒewo ƒe nyonyome, nyatakakawo ɖoɖoɖa kabakaba, kple bandwidth zazã dzi ɖeɖe kpɔtɔ.

Compression algorithms dze le hatsotso vevi eve me: nusiwo bu aɖeke manɔmee kple lossy. Vovototo siwo le mɔnu siawo dome gɔmesese le vevie ŋutɔ be woawɔ nyametsotso siwo ŋu wonya nu tsoe le alesi woadzra dijitaal nyatakakawo ɖo, aɖo wo ɖe amewo, ahawɔ dɔ kpli wo le dɔwɔnu vovovowo kple dɔwɔƒe vovovowo me.

Nusitae Nutete Le Vevie

Digitál nyatakakawo ƒe wowó na be nutete le vevie wu tsã. Tso streaming services siwo tsɔa video 4K yia asitelefonwo dzi, va ɖo cloud storage platforms siwo me faɛl biliɔn geɖe le, va ɖo web browser siwo tsɔa axa sesẽwo dea milisekɔnd me dzi—compression technologies ye nye ŋusẽ makpɔmakpɔ si nana míaƒe digital xexea wɔa dɔ nyuie.

Lossless vs Loss: Vovototo Veviwo

Nutete si Mebu o

Nyatakaka gbãtɔwo gbugbɔgatu bliboe

Nusiwo Bu ƒe Nutete

Nyatakakawo dzi ɖeɖe kpɔtɔ kple nyonyome ƒe bu si dzi woda asi ɖo

Nyatakakawo ƒe Ðekawɔwɔ

Nusiwo wodzra ɖo 100% le nyatakaka gbãtɔwo me. Ne woɖee ɖa la, emetsonua sɔ kple afisi wòtso.

Eɖea nyatakaka siwo wobu be womele vevie o la ɖa tegbee. The womate ŋu agbugbɔ faɛl gbãtɔa axɔ bliboe o le nutete megbe.

Nutete ƒe Xexlẽme

Zi geɖe la, eɖoa egbɔ 2:1 vaseɖe 5:1 compression ratios le nyatakaka ƒomevi nu. Seɖoƒe li na nudidi si nye be woakpɔ nyatakakawo katã ta.

Ate ŋu aɖo xexlẽme siwo kɔ wu sã gbɔ, zi geɖe 10:1 vaseɖe 100:1 alo esi wu nenema, to nyatakaka “siwo mehiã le nukpɔsusu nu” tsɔtsɔ ƒu gbe me.

Dɔbiagbalẽvi Gbãtɔwo

Nuŋɔŋlɔ, ɖoɖowɔɖi siwo woate ŋu awɔ, nyatakakadzraɖoƒewo, atikewɔwɔ ŋuti nɔnɔmetatawo, nudzraɖoƒewo, dɔnyala bibiwo ƒe dɔwɔwɔ, nusianu si bia be woagbugbɔ atu bliboe.

Fotowo, hadzidzi, videowo ƒe ʋuʋu, nyatakakadzraɖoƒe ƒe nɔnɔmetatawo, kple dɔwɔnu bubu siwo me nyatakaka aɖewo ƒe bu la sɔ le hena taɖodzinu ŋutɔŋutɔwo.

Nutete Geɖewo

Ate ŋu aƒoe ɖe enu ahaɖee ɖa zi gbɔ zi geɖe evɔ womegblẽa nu le eŋu o. Decompression 100 lia sɔ kple 1 lia.

Recompression ɖesiaɖe to esia vɛ nyonyome ƒe bu bubu kpee. “Dzidzime ƒe bu” sia ƒoa ƒu ɖe tsatsam ɖesiaɖe me.

Nudidi Siwo Ku Ðe Dɔwɔwɔ Ŋu

Zi geɖe la, ebiana be akɔntabubu ƒe ŋusẽ si mesɔ gbɔ o na encoding/decoding ne wotsɔe sɔ kple lossy algorithms deŋgɔwo.

Zi geɖe la, ehiãna kɔmpiutadziɖoɖo geɖe wu, vevietɔ na akɔntabubumɔnu deŋgɔwo abe video codec ene.

Woɖe Nutete Si Mebu O Me

Nukae Nye Lossless Compression?

Lossless compression ɖea faɛl ƒe lolome dzi kpɔtɔna to dzesidede kple akɔntabubu ƒe tsɔtsɔke ɖeɖeɖa me nyatakaka aɖeke ɖeɖeɖa manɔmee. Ne woɖee ɖa la, faɛl la sɔ kple gbãtɔa vie, eye eƒe nyonyome alo nyatakakawo ƒe blibonyenye mebu kura o.

Alesi Nutete Si Mebuna O Wɔa Dɔe

Lossless compression algorithms zãa mɔnu vovovowo tsɔ ɖea faɛl ƒe lolome dzi kpɔtɔna esime wole ekpɔm be wogbugbɔ nyatakaka gbãtɔawo tu bliboe. Mɔnu siawo dzroa nɔnɔmewo, zi gbɔ zi geɖe, kple xɔtuɖoɖo siwo le nyatakakaawo me me be woaŋlɔ wo ɖe kɔpi me nyuie wu evɔ nyatakakawo mabu o.

Duƒuƒu ƒe didime ƒe nuŋɔŋlɔ (RLE) .

RLE tsɔa asixɔxɔ kple xexlẽme ɖeka ɖɔlia nyatakaka ƒe akpa siwo sɔ (duƒuƒu) ƒe ɖoɖo siwo kplɔ wo nɔewo ɖo. Le kpɔɖeŋu me, “AAAAAABBBCCCCC” va zua “6A3B5C”, si ɖea lolome dzi kpɔtɔna ŋutɔ na nyatakaka siwo ƒe ɖoɖo geɖe gbugbɔna.

Kpɔɖeŋu:
Original: WWWWWWWWWWBBBWWWWWWWWWWWWBBBWWWWWWWWWW Compressed: 10W3B12W3B10W

Huffman ƒe Kɔpiwɔwɔ

Mɔnu sia dea kɔda siwo ƒe didime trɔna asi na ŋɔŋlɔdzesi siwo wotsɔ de eme, kple kɔda kpuiwo na ŋɔŋlɔdzesi siwo wozãna enuenu wu. Akɔntabubumɔnu sia naa encoding si wotu ɖe ŋɔŋlɔdzesiwo ƒe ɣeyiɣi ƒe mama dzi la nyona ɖe edzi.

Kpɔɖeŋu:
Frequent character 'e': 101 Less frequent 'z': 1010101011

LZ77 & LZ78 ƒe Aɖaŋuɖoɖowo

Mɔnu siawo siwo wotu ɖe nyagɔmeɖegbalẽ dzi tsɔa nuƒoƒo tso kɔpi ɖeka si le tɔsisi si womeƒo ƒu o me xoxo ŋu ɖɔlia nyatakakawo ƒe dzɔdzɔ enuenu. Woawoe nye gɔmeɖoanyi na nɔnɔme xɔŋkɔwo abe ZIP kple GIF ene.

Kpɔɖeŋu:
Instead of storing "compression compression" Store "compression [pointer to earlier instance]"

Deflate Algorithm ƒe dɔwɔwɔ

Ne wotsɔ LZ77 kple Huffman coding ƒo ƒui la, Deflate naa nutete nyuitɔ kekeake kple duƒuƒu nyui. Wozãnɛ le ZIP, PNG, kple HTTP ƒe nutete (gzip) me, si wɔe be wònye akɔntabubumɔnu siwo wozãna wu la dometɔ ɖeka.

Dɔwɔwɔwo:
  • ZIP ƒe nudzraɖoƒewo
  • PNG ƒe nɔnɔmetatawo
  • HTTP ƒe nutete (gzip) .

Akɔntabubu Ŋuti Nuŋlɔɖiwo

Mɔnu sia tsi tre ɖi na gbedasi abe xexlẽdzesi siwo le 0 kple 1 dome ene.Ate ŋu aɖo nutete ƒe xexlẽme siwo gogo nukpɔsusu ƒe entropi ƒe seɖoƒe gbɔ, si ana wòawɔ dɔ nyuie ŋutɔ na nyatakaka ƒomevi aɖewo.

Ŋusẽkpᴐkpᴐ:

Ate ŋu aŋlɔ fractional bits ɖe dzesi ɖesiaɖe dzi, si ana compression nyuitɔ wu Huffman na dzɔtsoƒe geɖe.

Delta ƒe Nuŋɔŋlɔ

Le esi teƒe be wòadzra asixɔxɔ blibowo ɖo la, delta encoding dzraa vovototo siwo le asixɔxɔ siwo kplɔ wo nɔewo ɖo dome ɖo. Esia wɔa dɔ ŋutɔ na nyatakaka siwo me asixɔxɔ siwo te ɖe wo nɔewo ŋu sɔ le, abe odio ƒe kpɔɖeŋuwo alo sensor nuxexlẽwo ene.

Kpɔɖeŋu:
Original: 105, 107, 106, 110, 108 Delta: 105, +2, -1, +4, -2

Faɛl ƒe Nɔnɔme Siwo Mebu O Siwo Bɔ

Nudzraɖoƒewo

ZIP
RAR
7Z
GZIP ƒe dɔwɔwɔ
BZIP2
TAR

Nɔnɔmetatawo

PNG
TIFF ƒe nya
BMP
GIF
WebP (nusi mebu o) .

Odio

FLAC ƒe FLAC
ALAC
WAV
APE
WavPack ƒe ƒuƒoƒo

Woɖe Lossy Compression Me

Nukae nye Lossy Compression?

Lossy compression ɖea faɛl ƒe lolome dzi kpɔtɔna to nyatakaka aɖewo ɖeɖeɖa tegbee me, vevietɔ nyatakaka siwo mehiã o alo esiwo mele vevie le nukpɔsusu nu o. Fail si woɖe ɖa la to vovo na gbãtɔa, gake wowɔ vovototoawo be wòasesẽ alo manya wɔ be amegbetɔwo nakpɔ le nɔnɔme siwo sɔ me o.

Alesi Lossy Compression wɔa dɔe

Lossy compression ɖoa compression ratios si lolo ŋutɔ gbɔ to nyametsotso nyuiwo wɔwɔ le nyatakaka siwo woatsɔ aƒu gbe ŋu me. Algorithm siawo zãa sidzedze si ku ɖe amegbetɔ ƒe nukpɔsusu ŋu—nusi míaƒe ŋkuwo kple towo ate ŋu ade dzesii kple esiwo womate ŋu ade dzesii o—ŋu ŋudɔ tsɔ ɖea nyatakakawo ɖa le mɔ siwo ana ŋusẽ si dzena le nɔnɔme nyuitɔ ŋu dzi naɖe akpɔtɔ nu.

Trɔ asi le Coding ŋu

Mɔnu sia trɔa nyatakakawo tso domenyinyi ɖeka me (abe teƒe ƒe nɔnɔme ene) yia bubu me (abe ɣeyiɣi ƒe didime ene) afisi woate ŋu awɔ nutete nyuie wu le. Discrete Cosine Transform (DCT) si wozãna le JPEG me nye eƒe kpɔɖeŋu vevitɔ.

Nuwᴐna:
  • Trɔ nɔnɔmetata ƒe blɔkawo woazu frequency components
  • Bu agbɔsɔsɔme si le akpa siwo ƒe gbeɖiɖi deŋgɔ la ŋu sesĩe wu
  • Amegbetɔ ƒe ŋkuwo mesea veve ɖe ɣeyiɣi siawo nu boo o

Agbɔsɔsɔmedede

Agbɔsɔsɔmedede ɖea nyatakakawo ƒe asixɔxɔwo ƒe nyateƒetoto dzi kpɔtɔna. Ewɔa nɔnɔmetata siwo wotsɔ dea eme ƒe asixɔxɔ vovovowo ɖe nusiwo wotsɔ de eme ƒe asixɔxɔ sue aɖe dzi, si ɖea bit siwo hiã be woatsɔ atsi tre ɖi na nyatakakaawo ƒe xexlẽme dzi kpɔtɔna nyuie.

Kpɔɖeŋu:
Original values: 4.13, 4.28, 4.97, 4.02 Quantized to: 4, 4, 5, 4

Susuŋutinunya ƒe Kpɔɖeŋuwɔwɔ

Wozãa mɔnu sia le odio ƒe nutete me, eye wòwɔa seɖoƒe siwo le amegbetɔ ƒe tosese ŋu la ŋudɔ. Edea dzesi odio ƒe akpa siwo woate ŋu aɖe ɖa evɔ makpɔ ŋusẽ ɖe gbeɖiɖi ƒe nyonyome si wosusu dzi o.

Nukpɔsusu Veviwo:
  • Tome ƒe nutsyɔtsyɔ: Gbeɖiɖi siwo sesẽ wu tsyɔa gbeɖiɖi siwo me ɖoɖoezizi le dzi
  • Frequency sensitivity: Amegbetɔwo sea frequency siwo le titina nyuie wu
  • Ɣeyiɣi ƒe nutsyɔtsyɔ: Gbeɖiɖiwo ate ŋu atsyɔ nu bubu siwo dzɔna do ŋgɔ/le ema megbe kpuie

Nukpɔsusu ƒe Coding

Abe alesi wòle le susuŋutinunya ƒe kpɔɖeŋuwɔwɔ gome ene gake le nukpɔkpɔ ŋuti nyatakakawo gome la, mɔnu sia ɖea nyatakaka siwo amegbetɔ ƒe ŋkuwo medea dzesii boo o, vevietɔ le nyatakaka siwo wogblɔna edziedzi kple amadede ƒe tɔtrɔwo me.

Dɔwɔwɔwo:

Wozãnɛ le JPEG, MPEG, kple nukpɔkpɔ ƒe nutete ƒe dzidzenu bubuwo me tsɔ tsɔa nyatakaka siwo le vevie le nukpɔsusu nu ɖoa nɔƒe gbãtɔ.

Ʋuʋu ƒe Fexexe

Video ƒe nutete ƒe mɔnu si wɔa ɣeyiɣi ƒe tsɔtsɔke ŋudɔ to vovototo siwo le fotoɖemɔ̃wo dome la ŋɔŋlɔ me tsɔ wu be woawɔ nɔnɔmetata blibo ɖesiaɖe. Tɔtrɔ siwo wowɔ tso frame ɖeka dzi yi bubu dzi koe woŋlɔ ɖe kɔpi me bliboe.

Nuwᴐna:
  • Dzra “keyframes” (I-frames) blibowo ɖo ɣeaɖewoɣi
  • Le frame bubuwo gome la, dzra vovototowo (P-frames) alo vovototo siwo le mɔ eve dzi (B-frames) ko ɖo .
  • Ewɔe be woɖea faɛl ƒe lolome dzi kpɔtɔna nukutɔe na video

Chroma ƒe Kpɔɖeŋu Suewo

Mɔnu sia ɖea amadede ŋuti nyatakakawo dzi kpɔtɔna wu keklẽ ŋuti nyatakakawo, eye wòwɔa alesi amegbetɔ ƒe ŋku te ŋu sea nu geɖe le keklẽ ŋu wu amadede ƒe vovototowo ŋudɔ.

Nɔnɔme Siwo Bɔ:
  • 4:4:4 – Subsampling aɖeke meli o (amadede blibo) .
  • 4:2:2 – Eɖea amadede ƒe vovototo si le tsia dzi ƒe afã dzi kpɔtɔna
  • 4:2:0 – Eɖea amadede ƒe vovototo si le tsia dzi kple esi le tsitrenu siaa dzi kpɔtɔna

Fail ƒe Nɔnɔme Siwo Buna Siwo Bɔ

Nɔnɔmetatawo

JPEG
WebP (si bu) .
JPEG ƒe 2000
HEIF
AVIF ƒe ŋkɔ

Odio

MP3
AAC
Vorbis ƒe lãgbalẽ
Opus ƒe nya
WMA

Video

H.264
H.265
VP9
AV1
WebM

Dɔwɔwɔ Nyuie Kple Wo Zazã

Digitál Fotoɖeɖefia

Nutete si Mebu o

  • RAW ƒe nɔnɔme takpɔkpɔ na fotoɖela bibiwo
  • Foto veviwo dzadzraɖo nyuie le nudzraɖoƒe
  • Nɔnɔmetata siwo bia be woawɔ dɔ geɖe le wo ŋu le emegbe alo atrɔ asi le wo ŋu
  • PNG ƒe nɔnɔme na nɔnɔmetata siwo ŋu nuŋɔŋlɔ alo nugbɔ ɖaɖɛwo le

Nusiwo Bu ƒe Nutete

  • JPEG na gbesiagbe fotowo kple web mamã
  • Thumbnail dzidzime na galleries kple ŋgɔdonyawo
  • Hadomegbenɔnɔ ƒe nyatakakadzraɖoƒewo ƒe nyatakakawo ɖoɖo ɖe teƒe siwo woɖo seɖoƒe na woƒe lolome le
  • Email ƒe kpeɖeŋutɔ kple gbedasiwo ɖoɖoɖa ƒe dɔwɔnuwo
Nuwɔna Nyuitɔ: Lé le RAW alo lossless format me, wɔ lossy versions hena mama, dzra lossless masters ɖo hena nudzraɖoƒe.

Odiowo Ƒe Dɔwɔwɔ

Nutete si Mebu o

  • Nuƒoƒo siwo wolé ɖe mɔ̃ dzi le studio (WAV, FLAC) .
  • Odiophile hadzidziwo ƒe ƒuƒoƒo
  • Odioŋutinunya kple dɔnyala bibiwo ƒe asitɔtrɔ
  • Nu vevi siwo wolé ɖe mɔ̃ dzi ƒe nudzraɖoƒe

Nusiwo Bu ƒe Nutete

  • Dɔwɔƒe siwo kpɔa nyatakakawo gbɔ (Spotify, Apple Music) .
  • Haƒomɔ̃ siwo wotsɔna ɖe asi siwo me nudzraɖoƒe sue aɖe koe le
  • Internet dzi radio kple podcastwo
  • Hadzidzi siwo woatsɔ awɔ videowo kple nuƒoƒo ƒe megbenyawo
Nuwɔna Nyuitɔ: Wɔe eye nàbi ɖe nɔnɔme siwo me nubuname mele o me, mama wo le nɔnɔme siwo sɔ me le nuƒolanɔƒea ƒe nudidiwo nu.

Videowo Wɔwɔ

Nutete si Mebu o

  • Sinima kple TV dzi wɔwɔ ƒe aƒetɔwo
  • Nukpɔkpɔ ƒe ŋusẽkpɔɖeamedziwo dzɔtsoƒenuwo
  • Asitsatsadɔ si me wozãa ga geɖe le
  • Atikewɔwɔ kple dzɔdzɔmeŋutinunya ƒe video dzi nuŋlɔɖiwo

Nusiwo Bu ƒe Nutete

  • Nyatakakadzraɖoƒewo (Netflix, YouTube) .
  • Television si woɖena fiana
  • Video dzi takpekpewo kple webinarwo
  • Hadomegbenɔnɔ ƒe nyatakakadzraɖoƒewo ƒe video klipiwo
Nuwɔna Nyuitɔ: Da tu eye nàtrɔ asi le eŋu le nɔnɔme deŋgɔwo me, wɔ lossy versions siwo wowɔ nyuie wu kple bitrates siwo sɔ na delivery channel vovovowo.

Nyatakakadzraɖoƒe ƒe Dɔwɔnawo

Nutete si Mebu o

  • PNG na logowo, dzesiwo, kple nɔnɔmetata siwo me kɔ
  • SVG na scalable interface elements
  • WebP lossless na nɔnɔmetata sesẽ siwo hiã nyonyome deblibo
  • Nuwo ƒe nutete si wotu ɖe nuŋɔŋlɔ dzi (HTML, CSS, JavaScript) .

Nusiwo Bu ƒe Nutete

  • JPEG alo WebP na fotowo kple nɔnɔmetata siwo gɔme sese sesẽ
  • MP4 video si me codec siwo sɔ le
  • Hadzidzi siwo le megbe kple gbeɖiɖi ƒe ŋusẽkpɔɖeamedziwo
  • Nɔnɔmetatawo ƒe agbatsɔtsɔ yi ŋgɔe hena dɔwɔwɔ si wosusu kabakaba wu
Nuwɔna Nyuitɔ: Zã ɖoɖo si sɔ na nunɔamesi ƒomevi ɖesiaɖe; mia nu alesi wòanya wɔe evɔ eƒe nyonyome ƒe bu si woate ŋu akpɔ o; wɔ nɔnɔmetata siwo ɖoa nya ŋu na mɔ̃ vovovowo.

Nyatakakawo Dzraɖoƒe & Nudzraɖoƒe

Nutete si Mebu o

  • Nyatakakadzraɖoƒe ƒe kɔpiwo kple wo ɖoɖo ɖe duta
  • Source code ƒe nudzraɖoƒewo
  • Nuŋlɔɖiwo ƒe nudzraɖoƒe (PDF, Office files) .
  • Asitsatsa ŋuti nuŋlɔɖi veviwo kple senyawo ŋuti nuŋlɔɖiwo

Nusiwo Bu ƒe Nutete

  • Video si wotsɔ léa ŋku ɖe nu ŋu kple nyonyome ƒe nudidi siwo dzi woda asi ɖo
  • Nyadzɔdzɔgblɔmɔnuwo ƒe nudzraɖoƒe siwo menye ɖeklemiɖelawo o siwo me woda asi ɖe nyonyome ƒe bu aɖewo dzi le
  • Nyatakaka siwo zãla wɔ ƒe kɔpi siwo wowɔna le wo ɖokui si
  • Nyatakaka gã siwo me nuteƒewɔwɔ deblibo mehiã le o
Nuwɔna Nyuitɔ: Zã nutete si mebu o ɣesiaɣi na nyatakaka veviwo, nuŋɔŋlɔwo, kple nuŋlɔɖi veviwo. Dzra nusiwo bu ƒe nutete ɖo na nyadzɔdzɔgblɔmɔnuwo afisi nudzraɖoƒea ƒe ga si wodzra ɖo la ɖo kpe nyonyome ƒe asitsatsa dzi.

Asitelefon dzi Dɔwɔɖoɖowo

Nutete si Mebu o

  • Dɔdamɔnu ƒe faɛl siwo woate ŋu awɔ kple kɔpi
  • UI ƒe akpa siwo bia be woƒe nyonyome de blibo
  • Nuŋɔŋlɔ kple ɖoɖowɔɖi ŋuti nyatakakawo
  • Zãla ƒe nyatakakawo ƒe kɔpi veviwo

Nusiwo Bu ƒe Nutete

  • Nɔnɔmetata kple nɔnɔmetata siwo le dɔwɔnua me
  • Video dzi nufiamewo kple wɔwɔfiawo
  • Odio dzi nyatakakawo kple gbeɖiɖiwo
  • Nusiwo wodzra ɖo ɖe cached me hena ekpɔkpɔ le Internet dzi
Nuwɔna Nyuitɔ: Trɔ asi le nunɔamesiwo katã ŋu na asitelefon, zã nutetemɔnu siwo sɔ siwo wotu ɖe network ƒe nɔnɔmewo, batri ƒe gɔmesese, kple nudzraɖoƒe ƒe mɔxenuwo dzi.

Compression Ƒomeviwo le Faɛl ƒe Nɔnɔme nu

Fail ƒe nɔnɔme vovovowo zãa nutetemɔnu tɔxɛ siwo wowɔ wòsɔ ɖe woƒe emenyawo ƒe ƒomevi nu. Nɔnɔme siwo zãa nutetemɔnu siwo gɔme sese kpena ɖe ŋuwò nèwɔa nyametsotso nyuiwo le wò dijitaal nyatakakawo dzraɖo kple wo mama ŋu.

Format Ƒomevi Mɔnu si Wozãna Ðe Nutete Ŋu Wozãnɛ Nyuitɔ Kekeake Na Nutete ƒe Xexlẽme
Nɔnɔmetatawo ƒe Nɔnɔmewo
PNG Nusiwo bu aɖeke manɔmee Tsɔe ƒu gbe (LZ77 + Huffman) . Nɔnɔmetatawo, screenshots, nɔnɔmetata siwo me nuŋɔŋlɔ alo nusiwo me kɔ 1.5:1 vaseɖe 3:1
JPEG Nusiwo bu DCT, agbɔsɔsɔme si woatsɔ awɔ dɔe Fotowo, nɔnɔmetata siwo gɔme sese sesẽ siwo ƒe amadedewo trɔna bɔbɔe 10:1 vaseɖe 20:1
Nyatakakadzraɖoƒe P Nusiwo wotsɔ tsaka Nyagblɔɖi ƒe kɔda (si bu), VP8 intra-frame (nubumabumabu) . Nyatakakadzraɖoƒe ƒe nɔnɔmetatawo, nɔnɔmetata siwo ɖoa nya ŋu Lossy: 25-35% le sue wu JPEG
Nusiwo mebu o: 26% le sue wu PNG
TIFF ƒe nya Nusiwo bu aɖeke manɔmee Vovovowo (LZW, ZIP, kple bubuawo) . Fotoɖeɖefia, agbalẽtata, nudzraɖoƒe 1.5:1 vaseɖe 3:1
AVIF ƒe ŋkɔ Nusiwo bu AV1 intra-frame ƒe nuŋɔŋlɔ Next-gen web nɔnɔmetatawo, dɔwɔnu deŋgɔwo Vaseɖe 50% le sue wu JPEG
Odio ƒe Nɔnɔmewo
MP3 Nusiwo bu Susu ƒe gbeɖiɖi ƒe kpɔɖeŋuwɔwɔ, MDCT Hadzidzi, podcast, toɖoɖo le afisiafi 10:1 vaseɖe 12:1
FLAC ƒe FLAC Nusiwo bu aɖeke manɔmee Linear nyagblɔɖi, Rice coding Audiophile hadzidziwo nuƒoƒoƒu, nudzraɖoƒe 2:1 vaseɖe 3:1
AAC Nusiwo bu Susu ƒe gbeɖiɖi ƒe kpɔɖeŋu deŋgɔ Digitál nyadzɔdzɔwo kaka, nyatakakawo kaka ƒe dɔwɔƒewo Eƒe nyonyome nyo wu MP3 le bitrate ma ke me
Opus ƒe nya Nusiwo bu SILK + CELT ƒe kɔdawo Gbe me kadodo, ɣeyiɣi ŋutɔŋutɔ me dɔwɔɖoɖowo Enyo wu codec bubuwo le bitrates suewo me
WAV Womeƒoe ɖe enu o Ðeke meli o (zi geɖe la, togbɔ be woate ŋu aƒoe ɖe enu aɖewo hã) . Studio léle ɖe mɔ̃ dzi, odio faɛlwo bibi 1:1 (wometsɔa nutete aɖeke ɖe eme le gɔmedzedzea me o)
Video ƒe Nɔnɔmewo
H.264/AVC ƒe agbalẽ Nusiwo bu Ʋuʋu ƒe fexexe, DCT, CABAC/CAVLC Video si woɖena ɖe go, si woɖena ɖe go, si woɖena ɖe go 50:1 vaseɖe 100:1
H.265/HEVC ƒe agbalẽ Nusiwo bu Ʋuʋu ƒe nyagblɔɖi deŋgɔ, coding blocks gãwo 4K/8K me nyawo, dɔwɔwɔ nyuie ŋutɔ ƒe streaming 25-50% nyo wu H.264
AV1 Nusiwo bu Nyagblɔɖi kple tɔtrɔ ƒe nuŋɔŋlɔ deŋgɔ Dzidzime si gbɔna ƒe streaming, dɔwɔnu siwo ŋu womexɔa fetu le o 30% nyo wu HEVC
ProRes Nusiwo bu (nukpɔkpɔ mebu o) . DCT-si wotu ɖe intraframe dzi Videowo ɖɔɖɔɖo, ewɔwɔ vɔ megbe 5:1 vaseɖe 10:1 (enɔ te ɖe vovototo si le eme dzi)
FFV1 Nusiwo bu aɖeke manɔmee Golomb-Rice ƒe sededewo, nya siwo ƒo xlãe ƒe kpɔɖeŋuwɔwɔ Videowo dzraɖoƒe, wo ta kpɔkpɔ 2:1 vaseɖe 3:1
Nuŋlɔɖiwo ƒe Nɔnɔmewo
PDF Nusiwo wotsɔ tsaka Deflate (nuŋɔŋlɔ), JPEG/JBIG2 (nɔnɔmetatawo) . Nuŋlɔɖiwo mama, agbalẽviwo, agbalẽwo Eto vovo ŋutɔ le emenyawo nu
DOCX/XLSX ƒe dɔwɔwɔ Nusiwo bu aɖeke manɔmee ZIP (core), vovovowo na nusiwo wotsɔ de eme Ɔfis ƒe nuŋlɔɖiwo, agbalẽviwo 1.5:1 vaseɖe 3:1
EPUB Nusiwo wotsɔ tsaka ZIP (nugoe), vovovowo na emenyawo E-gbalẽwo, dijitaal agbalẽwo Enɔ te ɖe emenyawo ƒe ƒomevi dzi
Nudzraɖoƒe ƒe Nɔnɔmewo
ZIP Nusiwo bu aɖeke manɔmee Tsɔe ƒu gbe (LZ77 + Huffman) . Failwo ƒe nudzraɖoƒe le mɔ gbadza nu, cross-platform ƒe ɖekawɔwɔ 2:1 vaseɖe 10:1 (enɔ te ɖe emenyawo dzi)
7Z Nusiwo bu aɖeke manɔmee LZMA, LZMA2, PPMd, kple bubuawo. High-ratio compression hiahiãwo 30-70% nyo wu ZIP
RAR Nusiwo bu aɖeke manɔmee Algorithm si nye ame ŋutɔ tɔ Maximum compression kple dɔwɔnu siwo nye ame ŋutɔ tɔ 10-30% nyo wu ZIP

Ale Si Nàtia Compression Ƒomevi Nyuitɔ

Ðe nyatakaka gbãtɔawo gbugbɔgatu bliboe le veviea?

Ɛ̃
  • Senyawo ŋuti nuŋlɔɖiwo
  • Ganyawo ŋuti nuŋlɔɖiwo
  • Atikewɔwɔ ŋuti nɔnɔmetatawo
  • Dzɔdzɔmeŋutinunya me nyatakakawo
  • Dzɔtsoƒe ƒe kɔpi
  • Foto veviwo
Nutete si Mebu o
AO
  • Foto siwo le gbadzaa na web
  • Nyadzɔdzɔgblɔmɔnuwo ƒe ʋuʋu
  • Hadzidzi siwo le megbe
  • Hadomegbenɔnɔ ƒe nyatakakadzraɖoƒewo ƒe nyatakakawo
  • Backup siwo menye nu veviwo o
Bu eŋu Nusiwo Bu ƒe Nutete

Ðe nudzraɖoƒe ƒe mɔxenuwo alo bandwidth ƒe seɖoƒewo nye nusiwo ŋu wotsi dzi ɖo veviea?

Ɛ̃
  • Asitelefon dzi dɔwɔɖoɖowo
  • Alilikpo me nudzraɖoƒe ƒe gazazãwo
  • Nyatakakadzraɖoƒe ƒe dɔwɔwɔ
  • Mɔ̃a ƒe nudzraɖoƒe si seɖoƒe li na
  • Netwɔƒe ƒe kadodo siwo le blewu
Lossy compression naa teƒewo dzi ɖeɖe kpɔtɔ nyuie wu
AO
  • Nudzraɖoƒe si le nutoa me
  • Dɔwɔƒe siwo nye dɔnyala bibiwo
  • Nudzraɖoƒe ƒe ɖoɖowo
  • Nyatakakadzraɖoƒe siwo ƒe didime lolo
Lossless compression naa ame nɔnɔme deblibo

Ðe woagatrɔ asi le emenyawo ŋu alo atrɔ asi le wo ŋua?

Ɛ̃
  • Dɔ si le edzi yim ƒe faɛlwo
  • Nuƒoƒo siwo wolé ɖe mɔ̃ dzi bibi
  • Nusiwo wokpɔ tso eme
  • Dɔnyala bibiwo ƒe asitɔtrɔ
Nutete si Mebu o be woaƒo asa na nyonyome ƒe gbegblẽ le asitɔtrɔ me
AO
  • Nusiwo woatsɔ aɖo ɖe amewo mamlɛawo
  • Kɔpi siwo woama
  • Zãla mamlɛtɔ ƒe nyatakakawo
  • Nudzraɖoƒe ƒe nyatakakawo
Ƒomevi eveawo dometɔ ɖesiaɖe ate ŋu asɔ, le nu bubuwo nu

Nuwɔna Nyuitɔ Kekeakewo Na Compression Strategy

  1. Dzra aƒetɔ gbãtɔwo ɖo kple nutete si me bu aɖeke mele o alo le nɔnɔme si womeƒo ƒu o me ɣesiaɣi si wòanya wɔ. Esiawo subɔna abe wò dijitaal “negatives” ene.
  2. Wɔ nusiwo bu ƒe tɔtrɔwo hena mama kple mama be woada asɔ le nyonyome kple faɛl ƒe lolome nu le alesi woɖoe be woazãe nu.
  3. Bu mɔnu si wozãna ɖe ɖoɖo nu ŋu kpɔ kple nutete ƒe ɖoɖo vovovowo na taɖodzinu vovovowo (nudzraɖoƒe, dɔwɔwɔ ƒe faɛlwo, mama).
  4. Do nutete ƒe ɖoɖo vovovowo kpɔ be nàkpɔ dadasɔ nyuitɔ kekeake le faɛl ƒe lolome kple eƒe nyonyome dome na wò nyatakaka tɔxɛwo.
  5. Nɔ nyatakakawo xɔm tso mɔ̃ɖaŋununya yeye siwo wozãna tsɔ ƒoa nu ɖe ​​ame nu ŋu elabena woate ŋu ana ŋgɔyiyi ɖedzesiwo le dɔwɔwɔ nyuie kple nyonyome me.
  6. Ŋlɔ wò compression dɔwɔwɔ ƒe ɖoɖoa ɖi be woakpɔ egbɔ be wowɔ ɖeka eye woana etsɔme faɛlwo dzi kpɔkpɔ nanɔ bɔbɔe.

Nya Siwo Wobia Enuenu

Ðe nàte ŋu atrɔ le nutete si me nubuname mele o kple nutete si me bu le domea?

Àte ŋu atrɔ tso nɔnɔme si me nubuname mele o dzi ayi esi me nubuname le dzi ɣesiaɣi, gake nusi to vovo na ema manya wɔ ŋutɔŋutɔ o. Ne wonya tsɔ nyatakakawo ƒu gbe le lossy compression me ko la, womate ŋu axɔ wo o. Trɔtrɔ tso nɔnɔme si me bu me yi esi me bu mele o me ana faɛl la nanɔ nɔnɔme si me wòle fifia me (si me nyonyome ƒe bu ɖesiaɖe hã le), gake magbugbɔ nyatakaka gbãtɔ siwo woɖe ɖa le nutete gbãtɔ si bu me la aɖo te o.

Ðe nutete gblẽa nu le faɛlwo ŋu loo alo nana womeli ke tututu oa?

Lossless compression megblẽa nu le faɛlwo ŋu gbeɖe o—le gɔmesese nu la, faɛl si woɖe ɖa la sɔ kple gbãtɔa. Lossy compression ɖea nyatakakawo ɖa tegbee nyateƒe, gake esia nyea to ɖoɖo nu eye zi geɖe la, eɖoa nyatakaka siwo mekpɔa ŋusẽ boo aɖeke ɖe nukpɔsusu dzi o. Le liƒo gome la, le dzɔdzɔme nu la, faɛl siwo woƒo ɖe enu nyuie la meli ke boo o wu esiwo womeƒo o. Gake faɛl aɖewo siwo woƒo ƒu ŋutɔ ate ŋu agblẽ bɔbɔe wu, elabena vodada sue aɖe ate ŋu akpɔ ŋusẽ ɖe nyatakaka geɖe dzi ne nyatakakawo yɔ fũ.

Nukatae ame aɖe atia lossy compression ne eɖe nyatakakawo ɖa?

Nusiwo bu ƒe nutete naa nutete ƒe xexlẽme si nyo wu sã wu mɔnu siwo me nubuname mele o, zi geɖe la, enɔa sue wu zi gbɔ zi 10-100. Esia na wòɖea vi na dɔwɔwɔ siwo me faɛl ƒe lolome, bandwidth, alo nudzraɖoƒe ƒe mɔxenuwo nye nu vevi siwo ŋu woabu. Gɔmesese vevitɔe nye be wotrɔ asi le nutete si bu ŋu be wòaɖe nyatakaka siwo amegbetɔwo mede dzesii boo o alo esiwo mekpɔa ŋusẽ boo aɖeke ɖe nɔnɔme si wosusu dzi o la ɖa. Le dɔwɔnu geɖe gome—abe haƒoƒo siwo woɖena ɖe go, fotowo mama, alo videowo kpɔkpɔ ene—la, asitsatsa si le mɔ̃ɖaŋununya ƒe nyonyome dzi ɖeɖe kpɔtɔ vie kple faɛl ƒe lolome dzi ɖeɖe kpɔtɔ gã dome ɖea vi ŋutɔ.

Aleke nutete kpɔa ŋusẽ ɖe SEO dzi na nɔnɔmetata siwo le nyatakakadzraɖoƒewo?

Nɔnɔmetatawo ƒe nutete kpɔa ŋusẽ ɖe SEO dzi vevie to axawo ƒe agbatsɔtsɔ ƒe duƒuƒu dzi, si nye ɖoƒe vevi aɖe na mɔ̃ siwo dia nyatakakawo. Nɔnɔmetata siwo woƒo ɖe enu nyuie ɖea axa ƒe kpekpeme dzi kpɔtɔna eye wònaa agbatsɔɣiwo nyona ɖe edzi, si wɔnɛ be zãla ƒe nuteƒekpɔkpɔ ƒe xexlẽdzesiwo nyona ɖe edzi eye wokpɔa didi ƒe ɖoƒe kɔkɔwo. Togbɔ be zi geɖe la, nutete si bu nana be woaɖe woƒe lolome dzi akpɔtɔ nyuie wu hã la, nu vevitɔe nye be woada asɔ nyuie—ele be woaƒo nɔnɔmetatawo nu ƒu ale gbegbe be woate ŋu atsɔ agba kabakaba gake woalé woƒe nyonyome si sɔ me ɖe asi be woaƒo wo ɖokui ɖe wo zazã me eye woatsɔ nyatakakawo ana nyuie. Egbegbe nɔnɔmewo abe WebP ene naa nutete nyuitɔ kekeake kple nyonyome nyui, eye nɔnɔmetata siwo ɖoa nya ŋu ƒe dɔwɔwɔ naa wokpɔa egbɔ be woɖoa wo ɖe mɔ̃wo katã dzi nyuie.

Ðe nutetemɔnu aɖe li si wɔa dɔ nyuie na nyatakaka ƒomevi ɖesiaɖea?

Nutetemɔnu ɖeka aɖeke mewɔa dɔ nyuie na nyatakaka ƒomeviwo katã o. Akɔntabubu ƒe nɔnɔme vovovowo kple nusiwo woɖe le eme si woate ŋu azã le nyatakaka ƒomevi vovovowo si. Nuŋɔŋlɔ ƒe nutete to vovo na nɔnɔmetatawo, siwo tea nu to vovo na odio alo video. Le hatsotso aɖe abe nɔnɔmetatawo ene gɔ̃ hã me la, foto si ƒe amadedewo trɔna bɔbɔe la ƒoa nu wòto vovo na nɔnɔmetata si ƒe nugbɔ ɖaɖɛ si ƒe amadedewo seɖoƒe li na. Esia tae nɔnɔme tɔxɛwo li na nyatakaka ƒomevi vovovowo, eye nusita egbegbe nutete dɔwɔnuwo bua nyatakakawo ŋu zi geɖe be woawɔ akɔntabubumɔnu si wɔa dɔ wu ŋudɔ na nyatakaka ƒe ɖoɖo ɖesiaɖe koŋ.

Aleke mawɔ anya nenye be mele compression level nyuitɔ zãm?

Be woake ɖe nutete ƒe ɖoɖo nyuitɔ ŋu bia be woada asɔ le nu etɔ̃ me: faɛl ƒe lolome, eƒe nyonyome, kple ɣeyiɣi si woatsɔ awɔ dɔe. Le nutete si bu gome la, wɔ nukpɔkpɔ alo nusese dodokpɔwo be nànya afisi nyonyome dzi ɖeɖe kpɔtɔ va dzena le wò nyatakaka tɔxɛwo kple nyaselawo ŋu. Le nutete si me nubuname mele o gome la, tsɔ akɔntabubumɔnu vovovowo sɔ kple wo nɔewo be nàkpɔ lolome dzi ɖeɖe kpɔtɔ nyuitɔ kekeake na wò nyatakaka ƒomevi. Dɔwɔwɔ geɖewo naa nutete ƒe dzidzenu siwo woɖo ɖi (e.g., bɔbɔe, titina, kɔkɔ), si naa gɔmedzedze nyuiwo. Do nusi woɖe ɖe go la kpɔ ɣesiaɣi le teƒe si nèdi be yeawɔe—nutete ƒe ɖoɖo si dzena nyuie le wò mɔ̃ si wotsɔ wɔa dɔe dzi la mate ŋu anyo wu le mɔ̃ vovovowo dzi alo le nukpɔkpɔ ƒe nɔnɔme vovovowo me o.

Ðe faɛlwo mimi zi gbɔ zi geɖe nana woƒe nyonyome buna wua?

Le nutete si mebu o gome la, nutete kple nutete ƒe tsatsam enuenu mekpɔa ŋusẽ aɖeke ɖe eƒe nyonyome dzi o—fail la gakpɔtɔ le abe gbãtɔa ene. Le nutete si bu gome la, zi geɖe la, nutete ƒe tsatsam yeye ɖesiaɖe hea nyonyome ƒe bu bubuwo vɛ, si woyɔna be “dzidzime ƒe bu.” Esia nye kuxi vevietɔ ne wole akɔntabubu alo ɖoɖo vovovowo zãm le dzidzimewo me. Le kpɔɖeŋu me, ne ètrɔ asi le JPEG nɔnɔmetata ŋu enuenu hedzrae ɖo la, ana eƒe nyonyome naɖiɖi vivivi. Be nàɖe dzidzime ƒe bu dzi akpɔtɔ la, wɔ dɔ tso dzɔtsoƒe faɛl si le nyonyome nyuitɔ kekeake si li me ɣesiaɣi, eye nàdzra domedomedɔwo ɖo ɖe nɔnɔme siwo me bu mele o me le ɖɔɖɔɖodɔwo me.

Wɔ Nyametsotso Siwo Ŋu Nyatakaka Le Le Nutete Ŋu

Vovototo si le nutete si me nubuname mele o kple nutete si mebu o dome gɔmesese kpena ɖe ŋuwò nèwɔa wò dijitaal dɔwɔwɔwo nyuie wu, dzraa nudzraɖoƒe ɖo, eye wòkpɔa egbɔ be wò nyatakakawo léa nyonyome si sɔ na wo zazã si nèdi be yeazã la me ɖe asi.

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