Lossless vs Lossy Compression ɲɛfɔlen don: Gafe dafalen

Danfara jɔnjɔn minnu bɛ degun suguyaw ni ɲɔgɔn cɛ, u ka algorisimuw, u baarakɛcogo, ani u ka baarakɛcogo ɲuman sugandicogo faamuya i mago kɛrɛnkɛrɛnnenw kama.

File Size Dɔgɔyali
Jaw sɛgɛsɛgɛli
Audio Compression (Odio Compression) (Odio Compression).
Wideyow ka ɲɛfɔli

Donanw sɛgɛsɛgɛli faamuyali

Donanw sɛgɛsɛgɛli ye fɛɛrɛ jɔnjɔn ye nizɛri fɛɛrɛbɔ la min bɛ dɔ bɔ dosiyew hakɛ la ni kunnafoniw bɔli ye minnu tɛ caya ani ka u labɛn kokura. Ni an ka diɲɛ nizɛri bɛ ka bonya ni ja ye min ka bon kosɛbɛ, wideyow 4K, ani baarakɛminɛn gɛlɛnw, sɛgɛsɛgɛli ɲuman bɛ kɛ fɛnba ye ka taa a fɛ walasa ka fɛnw maracogo ɲuman sɔrɔ, ka kunnafoniw ci teliya la, ani ka dɔ bɔ bandwidth baara la.

Compression algorithmes bɛ don kulu fɔlɔ fila la: bɔnɛ tɛ min na ani bɔnɛna. Danfara minnu bɛ nin fɛɛrɛ ninnu ni ɲɔgɔn cɛ, olu faamuyali nafa ka bon walasa ka latigɛw kɛ ni kunnafoni ye, kunnafonidilanw maracogo, u cicogo, ani u baaracogo kan, baarakɛminɛnw ni izini suguya caman kɔnɔ.

Mun na degun nafa ka bon

Nizɛri kɔnɔkow binkanni ye degun kɛ fɛn ye min nafa ka bon ka tɛmɛn fɔlɔ kan. K’a ta 4K wideyow lase telefɔni selilɛriw ma, ka se sankaba marayɔrɔw ma minnu kɔnɔ dosiye miliyari caman bɛ sɔrɔ, ka se ɛntɛrinɛti navigatɔrɔw ma minnu bɛ ɲɛ gɛlɛnw doni milisekɔndi kɔnɔ—compression technologies ye fanga yebali ye min b’a to an ka diɲɛ numérique bɛ baara kɛ ka ɲɛ.

Lossless vs Lossy: Danfaraba minnu bɛ u ni ɲɔgɔn cɛ

Compression min tɛ bɔnɛ sɔrɔ

Donan fɔlɔw jɔcogo kura dafalen

Komisiyɔn bɔnɛnen

Donanw dɔgɔyali ni jogoɲumanya bɔnɛ ye min bɛ sɔn

Donanw ka dafalenya

Fɛn minnu bɛ mara 100% ye kunnafonidilan fɔlɔw ye. Ni a decompressé, o nɔ bɛ Kɛ bit-for-bit ye ​​min ni source (sɔrɔyɔrɔ) bɛ Taa ɲɔgɔn fɛ.

A bɛ kunnafoniw bɔ yen kudayi minnu jatera ko u nafa ka dɔgɔ. E filen fɔlɔ tɛ se ka segin a cogo kɔrɔ la degun kɔfɛ.

Compression Ratio (Dɔgɔyali hakɛ) (Compression Ratio).

A ka c’a la, a bɛ se ka sɔrɔ 2:1 fo 5:1 la compression ratios ka kɛɲɛ ni kunnafoni suguya ye. Dantigɛli bɛ kɛ ni wajibi ye walasa ka kunnafoniw bɛɛ mara.

Ka se ka hakɛ caman sɔrɔ minnu ka bon kosɛbɛ, tuma caman na 10:1 ka se 100:1 ma walima ka tɛmɛ o kan, ni kunnafoniw “perceptually redundant” filili ye.

Baarakɛcogo fɔlɔw

Sɛbɛnni, porogaramu minnu bɛ se ka kɛ, kunnafonidilanw, furakɛli ja, sɛbɛnmarayɔrɔw, baarakɛlaw ka baarakɛcogo, fɛn o fɛn bɛ se ka jɔ kokura dafalen na.

Fotow, dɔnkiliw, videyow lasecogo, ɛntɛrinɛti ja ani baarakɛminɛn wɛrɛw, kunnafoni dɔw bɔnɛni bɛ sɔn yɔrɔ minnu na walasa ka baara kɛ ni u ye.

Compressions (Dɔnkilida) caman

Ka se ka decompresser ani decompresser siɲɛ caman k’a sɔrɔ a ma tiɲɛ. Decompression 100nan ni 1nan ta bɛ Taa ɲɔgɔn fɛ.

Recompression kelen-kelen bɛɛ bɛ don a kɔnɔ jogoɲumanya bɔnɛ wɛrɛw. O “generation loss” in bɛ dalajɛ ni cycle kelen-kelen bɛɛ ye.

Baarakɛcogo wajibiyalenw

Jɛnkulu la, a bɛ ɲini jatebɔ fanga dɔgɔyara ka ɲɛsin kodɔn/dekodɔn ma ni i y’a suma ni bɔnɛko algorisimu kɔrɔlenw ye.

Tuma caman na, magow bɛ a la jatebɔ nafolo caman wɛrɛw, kɛrɛnkɛrɛnnenya la algorisimu camanba kama i n’a fɔ wideyow kodekiw.

Degun min tɛ bɔnɛ sɔrɔ, o ɲɛfɔra

Lossless Compression ye mun ye?

Lossless compression bɛ dɔ bɔ dosiye hakɛ la ni jatebɔ-dafalen dɔnni n’a bɔli ye k’a sɔrɔ a ma kunnafoni si bɔ yen. Ni a decompressé, filen bɛ i n’a fɔ a fɔlɔ ta bitiki-ni-bit, ni bɔnɛ tɛ a jogo walima a ka data dafalen na abada.

Compression min tɛ bɔnɛ sɔrɔ, o bɛ baara kɛ cogo min na

Lossless compression algorithms bɛ baara kɛ ni fɛɛrɛ suguya caman ye walasa ka dosiye hakɛ dɔgɔya ka sɔrɔ ka kunnafoni fɔlɔw jɔcogo dafalen sabati. O fɛɛrɛw bɛ misaliw, fɔcogo, ani sigicogo sɛgɛsɛgɛ kunnafonidilanw kɔnɔ walasa k’u kodɔn ka ɲɛ k’a sɔrɔ kunnafoniw ma bɔnɛ.

Boli-janya kodɔn (RLE) .

RLE bɛ kunnafonidilanw (boli) kelen-kelenw tugu-tugu ɲɔgɔn kɔ ni nafa ni jate kelen ye. Misali la, “AAAAAABBBCCCCC” bɛ kɛ “6A3B5C” ye, o bɛ dɔ bɔ kosɛbɛ kunnafonidilanw hakɛ la minnu bɛ segin-ka-bɔ caman kɛ.

Misaliya:
Original: WWWWWWWWWWBBBWWWWWWWWWWWWBBBWWWWWWWWWW Compressed: 10W3B12W3B10W

Huffman ka kodɔn

O fɛɛrɛ in bɛ kode janya caman-caman Di donna-sɛbɛnw ma, ni kode surunw ye taamaʃyɛnw ye minnu bɛ Kɛ tuma caman na. O jatebɔcogo in bɛ kodɔncogo ɲuman Kɛ ka da taamaʃyɛnw ka caya tilali kan.

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

LZ77 & LZ78 Algoritmɛw

O daɲɛgafe-fɛɛrɛw bɛ kunnafoniw segin-segin-segin-ka-bɔlenw bila u nɔ na ni kumasenw ye minnu bɛ tali kɛ kopi kelen na min bɛ sɔrɔ kaban jikuruba kɔnɔ min ma sɛgɛsɛgɛ. U bɛ Kɛ basigi ye cogoyaw la minnu bɛ Fɔ kosɛbɛ i n’a fɔ ZIP ani GIF.

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

Algorithme (Algorithme) min bɛ Deflater (Deflater).

LZ77 ni Huffman coding faralen ɲɔgɔn kan, Deflate bɛ compression ɲuman di ni teliya ɲuman ye. A bɛ baara Kɛ ni ZIP, PNG ani HTTP compression (gzip) ye, o b’a Kɛ ‘algoritmɛw ye minnu bɛ Lasegin kosɛbɛ.

Baarakɛcogo:
  • ZIP ka sɛbɛnmarayɔrɔw
  • PNG jaaw
  • HTTP sɛgɛsɛgɛli (gzip) .

Jateblaw ka Kode

O fɛɛrɛ in bɛ cikan jira i n’a fɔ jateden hakɛ min bɛ 0 ni 1 cɛ.A bɛ se ka degun hakɛw sɔrɔ minnu ka surun ɛntɔrɔpi dancɛ teori la, o b’a to a bɛ baara kɛ kosɛbɛ kunnafoni suguya dɔw la.

Nafa:

A bɛ se ka bitiki tilalenw kodɔn taamasiyɛn kelen na, ka compression ɲuman di ka tɛmɛ Huffman kan sɔrɔyɔrɔ caman na.

Delta Kodɔn

Sani a ka nafa dafalenw mara, delta encoding bɛ danfara minnu mara nafaw tugu-tugulenw ni ɲɔgɔn cɛ. O bɛ nafa sɔrɔ kɛrɛnkɛrɛnnenya la kunnafonidilanw na, yɔrɔ minnu na nafa kɛrɛfɛtaw bɛ ɲɔgɔn na, i n’a fɔ lamɛntaw misaliw walima sensɛri kalanni.

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

File Formats minnu tɛ bɔnɛ sɔrɔ tuma caman na

Archives (sɛbɛnniw) minnu bɛ sɔrɔ

ZIP (ZIP) ye
RAR ye
7Z
GZIP (GZIP) ye
BZIP2 ye
TAR (TAR) ye

Jaw

PNG (PNG) ye
TIFF (TIFF) ye
BMP (BMP) ye
GIF (GIF) ye
WebP (bɔnɛ tɛ min na) .

Odio

FLAC ye
ALAC ye
WAV
APE (APE) ye
WavPack (WavPack) ye

Lossy Compression (Hɔnsɔnni) ɲɛfɔra

Lossy Compression ye mun ye?

Lossy compression bɛ dɔ bɔ dosiye hakɛ la ni kunnafoni dɔw bɔli ye kudayi, kɛrɛnkɛrɛnnenya la kunnafoniw minnu tɛ foyi ye walima minnu nafa ka dɔgɔn hakili ta fan fɛ. Dosiyɛri min ma sɛgɛsɛgɛ, o ni fɔlɔ ta tɛ kelen ye, nka danfara minnu bɛ u ni ɲɔgɔn cɛ, olu dabɔra cogo la min ka gɛlɛn walima a tɛ se ka ye hadamadenw bolo cogo la min bɛ kɛ cogo la.

Lossy Compression bɛ baara kɛ cogo min na

Lossy compression bɛ se ka compression ratios caman sɔrɔ kosɛbɛ ni a ye fɛɛrɛ tigɛlenw latigɛ kunnafonidilan minnu ka kan ka fili. O algorisimuw bɛ dɔnniya ta hadamadenw ka faamuyali kan — an ɲɛw ni an tulo bɛ se ka min dɔn ani an tɛ se ka min dɔn — walasa ka kunnafoniw bɔ yen cogo la min bɛ nɔ kɔlɔsilenw dɔgɔya jogoɲumanya la.

Transform Coding (Kodɔn caman tigɛli).

O fɛɛrɛ in bɛ kunnafoniw sɛmɛntiya ka bɔ yɔrɔ dɔ la (i n’a fɔ yɔrɔko) ka taa yɔrɔ wɛrɛ la (i n’a fɔ frequency) yɔrɔ min na compression bɛ se ka kɛ ka ɲɛ. Discrete Cosine Transform (DCT) min bɛ kɛ JPEG kɔnɔ, o ye misali ɲuman ye.

Ka tɛmɛ:
  • Ja blokiw bɛrɛbɛn ka kɛ frequency components ye
  • Aw bɛ frequency high-frequency yɔrɔw hakɛ jateminɛ ni fanga ye ka tɛmɛ
  • Adamaden ɲɛw tɛ teli ka o kɛcogo ninnu dɔn

Jateminɛ kɛcogo

Jateminɛ bɛ dɔ bɔ kunnafonidilanw nafaw tiɲɛni na. A bɛ donna nafaw hakɛ dɔ karti ka taa bɔli nafaw kulu fitinin dɔ la, o bɛ dɔ bɔ kosɛbɛ bitiki hakɛ la min ka kan ka kɛ walasa ka kunnafoniw jira.

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

Modeling Psychoacoustique (hakilila-fɔcogo) ye

O fɛɛrɛ in bɛ Kɛ ni fɔlikanw sɛgɛsɛgɛli ye, a bɛ hadamaden ka mɛnni dantigɛliw Kɛ. A b’a jira ko mankan yɔrɔ minnu bɛ se ka bɔ yen k’a sɔrɔ u ma nɔ bila mankan hakɛ la min bɛ ye.

Hakilila jɔnjɔnw:
  • Lamɛnni masike: Mankan minnu ka bon, olu bɛ mankanw datugu minnu bɛ mankan bɔ
  • Frequency sensitivity: Hadamadenw bɛ frequences cɛmancɛw mɛn ka ɲɛ
  • Waati masirili : Mankanw bɛ se ka dɔw datugu minnu bɛ kɛ dɔɔni ka kɔn o ɲɛ/o kɔfɛ

Kodeli min bɛ kɛ ni hakili ye

I n’a fɔ hakili-la-ko-modeli nka kunnafoni yelenw kama, o fɛɛrɛ in bɛ kunnafoniw bɔ yen, hadamaden ɲɛw tɛ minnu kɔlɔsi kosɛbɛ, kɛrɛnkɛrɛnnenya la, kunnafoni minnu bɛ kɛ ni fɔlikanba ye ani kulɛri caman ɲɔgɔnna.

Baarakɛcogo:

A bɛ kɛ JPEG, MPEG ani yecogo sɛgɛsɛgɛli sariya wɛrɛw la walasa ka kunnafoniw bila jɔyɔrɔ fɔlɔ la minnu nafa ka bon hakili ta fan fɛ.

Lamaga-lamagali musaka (Compensation).

Wideyo sɛgɛsɛgɛli fɛɛrɛ min bɛ waati-dafalen nafa ni danfara minnu bɛ karamɔgɔw ni ɲɔgɔn cɛ, olu kodɔn sanni ka kɛ karamɔgɔ dafalen kelen-kelen bɛɛ ye. Yɛlɛma minnu bɛ Bɔ karamɔgɔ kelen na ka Taa karamɔgɔ wɛrɛ la, olu dɔrɔn de bɛ kodɔn kosɛbɛ.

Ka tɛmɛ:
  • “Keyframes” (I-frames) dafalenw mara tuma ni tuma
  • Kalansen wɛrɛw kama, danfara minnu bɛ yen (P-kalansenw) walima danfara minnu bɛ sira fila fɛ (B-kalansenw) dɔrɔn mara .
  • O bɛ na ni filenw hakɛ dɔgɔyali ye kosɛbɛ wideyow kama

Chroma Subsampling (Sɛbɛnni min bɛ kɛ ni Chroma ye).

O fɛɛrɛ in bɛ dɔ bɔ kulɛri kunnafoniw na ka tɛmɛ yeelen kunnafoniw kan, ka nafa sɔrɔ hadamaden ɲɛ ka yeelenko dɔnniyaba la ka tɛmɛ kulɛri danfara kan.

Formats minnu bɛ sɔrɔ tuma caman na:
  • 4:4:4 – Subsampling (kulɛri dafalen) tɛ .
  • 4:2:2 – A bɛ tilayɔrɔ fila bɔ kulɛri tilennenw na
  • 4:2:0 – A bɛ kulɛriw ɲɛnabɔli tilennen ni jɔlen fila bɛɛ tilancɛ Bɔ

Lossy File Formats minnu bɛ sɔrɔ tuma caman na

Jaw

JPEG ye
WebP (bɔnɛ) .
JPEG 2000 ye
HEIF (HEIF) ye
AVIF ye

Odio

MP3
AAC ye
Vorbis (Vorbis) ye
Opus (Opus) ye
WMA ye

Wideyo

H.264
H.265
VP9 ye
AV1
WebM

Baarakɛcogo ɲuman ani baarakɛcogo

Fotow nizɛrikan na

Compression min tɛ bɔnɛ sɔrɔ

  • RAW format lakanani fototalan ŋanaw ye
  • Foto nafamaw marali cogo la min bɛ kɛ ka kɛɲɛ ni archive ye
  • Ja minnu bɛ baara kɛ kɔfɛ walima ka u ladilan kosɛbɛ
  • PNG cogoya ye ja minnu bɛ ni sɛbɛnni ye walima minnu dakunw ye nɛrɛmuguma ye

Komisiyɔn bɔnɛnen

  • JPEG don o don fotow ni ɛntɛrinɛti tilatilali kama
  • Ja fitininw bɔli galariw ni ɲɛjiraliw kama
  • Sosiyete ka kunnafonidilanw bilali yɔrɔ minnu na, dan bɛ kɛ yɔrɔ minnu na
  • Email attachments ani cikanw cicogo
Fɛɛrɛ ɲuman: Capture in RAW walima lossless format, ka lossy versions dabɔ walasa ka tila, ka losless masters mara walasa ka archiving kɛ.

Audio Production (fɔlikanw dilanni).

Compression min tɛ bɔnɛ sɔrɔ

  • Master recordings in studio (WAV, FLAC) .
  • Audiophile dɔnkiliw lajɛlenw
  • Audio engineering ani baarakɛlaw ka ladilanni
  • Sɛbɛn nafamaw marali

Komisiyɔn bɔnɛnen

  • Baarakɛminɛn minnu bɛ kɛ ni fɛnw ye (Spotify, Apple Music) .
  • Misikiliminɛn minnu bɛ se ka ta, minnu maracogo danma
  • Ɛntɛrinɛti arajo ni podɔkasiw
  • Wideyow ni ɲɛjiraliw kɔfɛ dɔnkiliw
Fɛɛrɛ ɲuman: A dilanni ani a master ni bɔnɛ tɛ cogoyaw la, ka tilatila bɔnɛ cogoya bɛnnenw na ka da lamɛnnikɛlaw ni plateforme ɲininiw kan.

Wideyow dilanni

Compression min tɛ bɔnɛ sɔrɔ

  • Sinema ni telewisɔn dilanni matigiw
  • Visual effects sɔrɔyɔrɔ fɛnw
  • Jago baara min bɛ kɛ ni musaka caman ye
  • Dɔgɔtɔrɔso ni dɔnniya videyo sɛbɛnw

Komisiyɔn bɔnɛnen

  • Fɛɛrɛbɔyɔrɔw (Netflix, YouTube) .
  • Telewisɔn min bɛ bɔ kɛnɛ kan
  • Wideyo lajɛw ni webinarw
  • Sosiyete ka kunnafonidilanw wideyow
Fɛɛrɛ ɲuman: Shoot ani edit kɛ cogo ɲumanw na, ka lossy versions optimisés dilan ni bitrates bɛnnenw ye delivery channels danfaralenw kama.

Ɛntɛrinɛti yiriwali

Compression min tɛ bɔnɛ sɔrɔ

  • PNG ye logow, taamasiyɛnw ani jaaw ye minnu bɛ kɛnɛya
  • SVG ka ɲɛsin fɛnw ma minnu bɛ se ka sɛgɛsɛgɛ
  • WebP lossless ka ɲɛsin ja gɛlɛnw ma minnu bɛ jogo dafalen de wajibiya
  • Nafolo sɛgɛsɛgɛli min sinsinnen bɛ sɛbɛnniw kan (HTML, CSS, JavaScript) .

Komisiyɔn bɔnɛnen

  • JPEG walima WebP fotow ni ja gɛlɛnw kama
  • MP4 wideyow ni codecs bɛnnenw
  • Fɔlikan minnu bɛ kɛ kɔfɛ ani mankanw
  • Ja doni min bɛ taa ɲɛ walasa ka baara kɛcogo faamuya teliya la
Fɛɛrɛ ɲuman: Baara kɛ ni cogoya bɛnnen ye nafolo suguya kelen-kelen bɛɛ kama; a digidigi ka se a dan na k’a sɔrɔ jogo bɔnɛ yelen tɛ; ja jaabilenw waleya minɛn suguya wɛrɛw kama.

Donanw marali & u marali

Compression min tɛ bɔnɛ sɔrɔ

  • Database backups ani fɛnw bɔli jamana kɔkan
  • Source code marayɔrɔw
  • Sɛbɛnw marayɔrɔw (PDF, Office files) .
  • Jago sɛbɛnw minnu nafa ka bon kosɛbɛ ani sariyasɛbɛnw

Komisiyɔn bɔnɛnen

  • Kɔlɔsili wideyo min bɛ ni jogoɲumanya wajibiyalenw ye minnu bɛ sɔn
  • Media archives minnu tɛ kɔrɔfɔ ye, yɔrɔ minnu na jogoɲumanya bɔnɛ dɔw bɛ sɔn
  • Baarakɛlaw ye kunnafoni minnu dilan, olu ka kɔpi otomatiki
  • Donanw ka bon yɔrɔ minnu na kantigiya dafalen tɛ wajibiya
Fɛɛrɛ ɲuman: Baara kɛ ni bɔnɛ tɛ compression ye tuma bɛɛ kunnafoni nafamaw, sɛbɛnniw ani sɛbɛn nafamaw kama. Reserve lossy compression for media where the storage savings bɛ jo di jogoɲumanya jago ma.

Telefɔni selilɛriw ka baarakɛminɛnw

Compression min tɛ bɔnɛ sɔrɔ

  • Application executable files ani kode
  • UI fɛnw minnu bɛ jogo dafalen de wajibiya
  • Sɛbɛnni ni labɛncogo kunnafoniw
  • Baarakɛlaw ka kunnafoniw maracogo kɔrɔlenw

Komisiyɔn bɔnɛnen

  • Jaw ni ja minnu bɛ app kɔnɔ
  • Wideyo kalanw ni ɲɛjiraliw
  • Ladilikanw ni mankanw
  • Kɔnɔkow minnu maralen don walasa ka u lajɛ ni u tɛ ɛntɛrinɛti kan
Fɛɛrɛ ɲuman: Nafolo bɛɛ labɛn ka ɲɛ mobili kama, ka baara kɛ ni sɛgɛsɛgɛli fɛɛrɛ bɛnnenw ye minnu sinsinnen bɛ ɛntɛrinɛti cogoyaw kan, batiri nɔfɛkow, ani fɛnw maracogo gɛlɛyaw kan.

Compression Types ka kɛɲɛ ni File Format ye

Dosiyɛri suguya wɛrɛw bɛ baara Kɛ ni sɛgɛsɛgɛli fɛɛrɛ kɛrɛnkɛrɛnnenw ye minnu bɛ ɲɛ u kɔnɔkow suguya la. Ni i y’a faamu ko cogoya minnu bɛ baara kɛ ni compression fɛɛrɛ minnu ye, o b’i dɛmɛ ka desizɔn ɲumanw ta i ka kunnafoni nimɔrɔmaw marali n’u tilatilali kan.

Fɔcogo Ka sɛbɛen masin na Compression Fɛɛrɛ (Compression) fɛɛrɛ Baara bɛ kɛ ni min ye ka ɲɛ Compression Ratio (Dɔgɔyali hakɛ) (Compression Ratio).
Jaw cogoyaw
PNG (PNG) ye Bɔnɛ tɛ min na Deflation (LZ77 + Huffman) ye . Jaw, ekran ja, ja minnu bɛ ni sɛbɛnni ye walima minnu bɛ kɛnɛya 1,5:1 fo 3:1
JPEG ye Losy (Bɔsi). DCT, o ye sɛgɛsɛgɛli ye Fotow, ja gɛlɛnw ni kulɛri caman bɛ ɲɔgɔn falen-falen cogo nɔgɔman na 10:1 fo 20:1
WebP Hybride (Hybride) ye Kode kɔrɔfɔlen (bɔnɛ), VP8 intra-frame (bɔnɛ tɛ) . Web graphiques, ja minnu bɛ jaabi di Bɔnɛ: 25-35% ka dɔgɔn ka tɛmɛ JPEG kan
Tɔnɔ tɛ min na: 26% ka dɔgɔ ni PNG ye
TIFF (TIFF) ye Bɔnɛ tɛ min na A suguya caman (LZW, ZIP, wdfl) . Jala baarakɛlaw ka fotota, sɛbɛnni, sɛbɛnmarayɔrɔ 1,5:1 fo 3:1
AVIF ye Losy (Bɔsi). AV1 kodɔnni min bɛ kɛ karamɔgɔ kɔnɔ Ja minnu bɛ bɔ ɛntɛrinɛti kan, olu ye baarakɛminɛnw ye minnu bɛ taa ɲɛ A ka dɔgɔ fo 50% ka tɛmɛ JPEG kan
Lamɛnni cogoyaw
MP3 Losy (Bɔsi). Hakilila-fɔcogo modɛli, MDCT Misikili, podcast, lamɛnni caman 10:1 fo 12:1 la
FLAC ye Bɔnɛ tɛ min na Prediction lineaire, Tiga kodɔn Audiophile dɔnkiliw lajɛlenw, archiving 2:1 fo 3:1 la
AAC ye Losy (Bɔsi). Modèle psychoacoustique (hakilila-fɔcogo) ɲɛtaa Nizɛri laseli, kunnafonidilanw A ka ɲi ka tɛmɛ MP3 kan ni bitrate kelen ye
Opus (Opus) ye Losy (Bɔsi). SILK + CELT kodekiw Kumakan kumaɲɔgɔnya, baarakɛcogo minnu bɛ kɛ waati yɛrɛ la A ka fisa ni codec tɔw ye bitrates dɔgɔmanw na
WAV A ma degun Foyi tɛ (a ka c’a la, hali ni degun dɔw bɛ se ka kɛ) . Studio ka sɛbɛnni, master audio files 1:1 (compression tɛ a la ka kɛɲɛ ni a daminɛ ye)
Wideyow cogoyaw
H.264/AVC ye baara kɛ Losy (Bɔsi). Lamaga-lamagali musaka, DCT, CABAC/CAVLC Wideyo min bɛ bɔ kɛnɛ kan, a bɛ bɔ kɛnɛ kan, a bɛ kɛ nizɛrikan na 50:1 fo 100:1
H.265/HEVC ye baara kɛ Losy (Bɔsi). Lamaga-lamagali kɔrɔfɔli kɔrɔlen, kodɔn bloki belebelebaw 4K/8K kɔnɔkow, sɛgɛsɛgɛli kɛcogo ɲumanba 25-50% ka fisa ni H.264 ye
AV1 Losy (Bɔsi). Kirayakuma ni fɛn caman tigɛli coding sophistiqué Streming nataw, baarakɛminɛnw minnu tɛ sara 30% ka fisa ni HEVC ye
ProRes ye baara kɛ Losy (Bɔsi). (yeli tɛ bɔnɛ a la) . DCT-based intraframe (kalansen kɔnɔna na). Wideyo labɛnni, a dilanni kɔfɛ 5:1 fo 10:1 (a bɛ bɔ fɛn wɛrɛ la)
FFV1 ye Bɔnɛ tɛ min na Golomb-Rice kode, contexte modeling Wideyow marali, u marali 2:1 fo 3:1 la
Sɛbɛnw cogoyaw
PDF Hybride (Hybride) ye Deflate (sɛbɛnni), JPEG/JBIG2 (jaw) . Sɛbɛnw tilatilali, sɛbɛnw, sɛbɛnw A bɛ danfaraba don a kɔnɔkow la
DOCX/XLSX (DOCX/XLSX) ye Bɔnɛ tɛ min na ZIP (core), suguya caman ye fɛnw ye minnu bɛ don a kɔnɔ Biro sɛbɛnw, jatebɔsɛbɛnw 1,5:1 fo 3:1
EPUB (EPUB) kɔnɔ Hybride (Hybride) ye ZIP (minɛn), suguya caman kɔnɔkow kama E-gafew, sɛbɛnw nizɛrikan na A bɛ bɔ kɔnɔkow suguya de la
Archive Formats (Sɔrɔdasiw ka cogoyaw).
ZIP (ZIP) ye Bɔnɛ tɛ min na Deflation (LZ77 + Huffman) ye . Dosiyɛriw maracogo caman, cross-platform compatibilité 2:1 fo 10:1 (a bɛ bɔ kɔnɔkow la)
7Z Bɔnɛ tɛ min na LZMA, LZMA2, PPMd, wdfl. Hakɛ-ratio compression magow 30-70% ka fisa ni ZIP ye
RAR ye Bɔnɛ tɛ min na Algoritme propriétaire (Algorithme propriétaire) ye Maximum compression ni baarakɛminɛnw ye minnu ye u yɛrɛ ta ye 10-30% ka fisa ni ZIP ye

Compression Type ɲuman sugandicogo

Yala kunnafoni fɔlɔw jɔli dafalen dafalen nafa ka bon wa?

AWƆ
  • Sariya sɛbɛnw
  • Nafolo sɛbɛnw
  • Dɔgɔtɔrɔso jaaw
  • Dɔnniya kunnafoniw
  • Source code (Sɔrɔyɔrɔ).
  • Foto nafamaw
K’a nafa bɔ a la Compression min tɛ bɔnɛ sɔrɔ
AYI
  • Fotow bɛɛ lajɛlen ka ɲɛsin ɛntɛrinɛti ma
  • Media minnu bɛ bɔ kɛnɛ kan
  • Misikili min bɛ kɛ kɔkanna na
  • Sosiyete ka kunnafonidilanw kɔnɔkow
  • Backups minnu tɛ kɔrɔfɔ ye
Ka jate Komisiyɔn bɔnɛnen

Yala fɛnw marali gɛlɛyaw walima bandwidth dantigɛliw ye haminankobaw ye wa?

AWƆ
  • Mobili porogaramuw
  • Sankaba marali musakaw
  • Web baarakɛcogo
  • Minɛnw maracogo danma
  • Réseau (rɛzo) jɛgɛncogo dɔɔni dɔɔni
Lossy compression bɛ di yɔrɔ lakanani ɲuman
AYI
  • Sigida marali
  • Baarakɛyɔrɔ minnu bɛ baara kɛ ni baarakɛlaw ye
  • Archive systems (sɛbɛnniw maracogo).
  • Rezow minnu ka bon ni bandwidth ye
Lossless compression bɛ dilan jogo dafalen

Yala kɔnɔkow bɛna sɛgɛsɛgɛ walima ka baara wɛrɛw kɛ wa?

AWƆ
  • Baara kɛlenw dosiyew
  • Master recordings (fɔlikan minnu bɛ kɛ ni master ye
  • Soso kɔnɔfɛnw
  • Baarakɛlaw ka ladilanni
K’a nafa bɔ a la Compression min tɛ bɔnɛ sɔrɔ walasa ka jogoɲumanya tiɲɛni bali sɛgɛsɛgɛli la
AYI
  • Lasegin labanw
  • Kopiw tilatilali
  • Baarakɛla labanw kɔnɔkow
  • Archive (sɛbɛnni) ɲɛfɔli sɛbɛnw
O suguya fila la kelen bɛ se ka kɛ ko a bɛnnen don, ka kɛɲɛ ni ko wɛrɛw ye

Fɛɛrɛ ɲumanw ka ɲɛsin degun fɛɛrɛ ma

  1. Aw bɛ master originals mara ni compression ye min tɛ bɔnɛ sɔrɔ walima cogo la min ma sɛgɛsɛgɛ ni a bɛ se ka kɛ tuma o tuma. Olu bɛ kɛ i ka “negatifs” numériques ye.
  2. Aw ye bɔnɛ sɔrɔcogo dɔw dabɔ walasa ka u tila-tila ani ka u tila walasa ka jogo ni dosiye hakɛ bɛn ɲɔgɔn ma ka da baarakɛcogo laɲininen kan.
  3. Aw ye fɛɛrɛ dɔ lajɛ min bɛ kɛ ni tila-tila ye ni compression levels danfaralenw ye kun wɛrɛw kama (archive, baarakɛ files, distribution).
  4. Kɔrɔbɔli kɛ compression settings suguya wɛrɛw la walasa ka balansi ɲuman sɔrɔ dosiye hakɛ ni a jogo cɛ i ka kɔnɔko kɛrɛnkɛrɛnnenw kama.
  5. Aw ka to kunnafoni na compression fɛɛrɛ kuraw kan ikomi u bɛ se ka ɲɛtaa caman di baarakɛcogo ɲuman ni jogoɲumanya la.
  6. Aw ye aw ka compression baarakɛcogo sɛbɛn walasa ka bɛnkan sabati ani ka dosiyew ɲɛnabɔli nataw nɔgɔya.

Ɲininkali minnu bɛ kɛ tuma caman na

Yala i bɛ se ka fɛn caman sɛmɛntiya bɔnɛbali ni bɔnɛbaliya degun cɛ wa?

I bɛ se ka fɛn caman tigɛli kɛ tuma bɛɛ ka bɔ cogo la min tɛ bɔnɛ sɔrɔ ka taa cogo la min tɛ bɔnɛ ye, nka o kɔfɛko tɛ se ka kɛ tiɲɛ na. Ni kunnafoniw filila ka ban bɔnɛ degun na, u tɛ se ka sɔrɔ kokura. Ni i bε bεn ka Bɔ bɔnɛ cogoya la ka Taa bɔnɛ tɛ min na, o bɛna dosiye in Lakana a cogo la sisan (jogoɲumanya bɔnɛ o bɔnɛ b’a la), nka a tɛna kunnafoni fɔlɔw Lasegin minnu Bɔra bɔnɛko daminɛ na.

Yala compression bɛ filenw tiɲɛ wa walima u tɛ sabati kosɛbɛ wa?

Lossless compression tɛ dosiyew tiɲɛ abada—a ɲɛfɔcogo la, dosiye min ma tiɲɛ, o ni fɔlɔ ta bɛ kelen ye. Lossy compression bɛ kunnafoniw bɔ kudayi, nka o bɛ kɛ ni dilancogo ye wa a ka c’a la, a bɛ kunnafoniw laɲini minnu tɛ nɔba bila hakili la. sabatili ta fan fɛ, dosiye minnu sɛgɛsɛgɛra ka ɲɛ, olu tɛ sabatili dɔgɔya u danma ka tɛmɛ minnu ma sɛgɛsɛgɛ. Nka, dosiye dɔw bɛ se ka tiɲɛ kosɛbɛ, bawo fili fitinin bɛ se ka nɔ bila kunnafonidilan caman na ni kunnafoniw falen don kosɛbɛ.

Mun na mɔgɔ dɔ bɛna lossy compression sugandi n’a bɛ dataw bɔ?

Bugunni degun bɛ degun hakɛ ɲumanw di kosɛbɛ ka tɛmɛ bɔnɛ tɛ fɛɛrɛw kan, a ka c’a la, u ka dɔgɔn siɲɛ 10-100. O b’a to a bɛ se ka kɛ baarakɛminɛnw na, yɔrɔ minnu na dosiye hakɛ, u ka bandwidth, walima u maracogo gɛlɛyaw ye jateminɛ nafamaw ye. Hakilila jɔnjɔn ye ko bɔnɛ degun dabɔra walasa ka kunnafoniw bɔ yen, hadamadenw tɛ minnu kɔlɔsi kosɛbɛ walima minnu tɛ nɔba bila jogoɲumanya la. Baarakɛminɛn caman na—i n’a fɔ dɔnkiliw bɔli, fotow tila-tila, walima wideyow filɛli — jago min bɛ kɛ ni dɔ bɔra fɛɛrɛko jogo la dɔɔnin ani ni dɔ bɔra filen hakɛ la kosɛbɛ, o bɛ nafa caman lase u ma.

Compression bɛ nɔ bila SEO la cogo di jaw kan site webw kan?

Jaw sɛgɛsɛgɛli bɛ nɔba bila SEO la ɲɛ doni teliya fɛ, o min ye jɔyɔrɔba ye ɲininikɛlanw bolo. Ja minnu sɛgɛsɛgɛra ka ɲɛ, olu bɛ ɲɛw girinya dɔgɔya ani ka doni waatiw ɲɛ, o bɛ na ni baarakɛlaw ka ko kɛlenw jateminɛcogo ɲuman ye ani ɲinini jatebɔw ka caya. Hali n’a ka c’a la, bɔnɛ bɛ fɛn min na, o bɛ dɔ bɔ hakɛ dɔgɔyali la ka ɲɛ, o kun ye ka balansi ɲuman sɔrɔ—jaw ka kan ka digidigi ka se ka doni ta joona nka u ka kan ka jogo ɲuman mara walasa ka baarakɛlaw sen don a la ani ka kunnafoniw lase u ma ka ɲɛ. Bi cogoyaw i n’a fɔ WebP bɛ compression ɲuman di ni jogo ɲuman ye, wa ja jaabilenw waleyali bɛ kɛ sababu ye ka fɛnw dicogo ɲuman sɔrɔ minɛnw bɛɛ kɔnɔ.

Yala compression fɛɛrɛ dɔ bɛ yen min bɛ baara kɛ ka ɲɛ data suguya bɛɛ la wa?

Compression fɛɛrɛ kelen si tɛ baara kɛ ka ɲɛ kunnafoni suguya bɛɛ la. Kɔnɔkow suguya wɛrɛw ka jatebɔ nafaw ni u ka dɔgɔyali tɛ kelen ye minnu bɛ se ka baara kɛ ni u ye. Sɛbɛnni bɛ digi cogo wɛrɛ la ni jaw ye, minnu bɛ digi cogo wɛrɛ la ni lamɛntaw walima wideyow ye. Hali ja dɔw kɔnɔ i n’a fɔ ja, foto min kulɛriw bɛ ɲɔgɔn falen-falen cogo nɔgɔman na, o bɛ degun cogo wɛrɛ la ni ja ye min ɲɛ ye nɛrɛmuguma ye, ni kulɛri danmadɔw bɛ a la. O de y’a To cogoya kɛrɛnkɛrɛnnenw bɛ yen kɔnɔko suguya wɛrɛw kama, wa bi sὲnɛ-minɛnw ka teli ka kɔnɔkow Sɛgɛsɛgɛ walasa ka algorisimu nafamaba Kɛ kunnafoni-falen-falen kɛrɛnkɛrɛnnen kelen-kelen bɛɛ la.

Ne bɛ se k’a dɔn cogo di ni ne bɛ baara kɛ ni compression level ɲuman ye?

Ka sɛgɛsɛgɛli kɛcogo ɲuman sɔrɔ, o bɛ fɛn saba balansi de wajibiya: dosiye hakɛ, a jogo ani a baara waati. Walasa ka bɔnɛ sɔrɔ, i ka ɲɛnayeli walima mɛnni sɛgɛsɛgɛliw kɛ walasa k’a dɔn yɔrɔ min na jogoɲumanya dɔgɔyali bɛ kɛ fɛn ye min bɛ kɔlɔsi i kɔnɔkow kɛrɛnkɛrɛnnenw ni lamɛnnikɛlaw la. Walasa ka bɔnɛ sɔrɔ, i ka algorisimu suguya wɛrɛw suma ɲɔgɔn na walasa ka hakɛ dɔgɔyali ɲuman sɔrɔ i ka kunnafoni suguya la. Baarakɛcogo caman bɛ degun hakɛw di minnu latigɛra ka kɔn (misali la, dɔgɔmannin, cɛmancɛ, sanfɛ), minnu bɛ daminɛ ɲumanw di. Tuma bɛɛ ka bɔli min bɛ digidigi, o kɔrɔbɔ a sigida laɲininen na—degun sigicogo min bɛ i ko ka ɲɛ i ka yiriwali masin kan, o bɛ se ka kɛ ko o tɛ ɲuman ye minɛn wɛrɛw kan walima filɛli cogoya wɛrɛw la.

Yala ni i ye dosiyew sɛgɛsɛgɛ siɲɛ caman, o bɛ na ni jogo bɔnɛ wɛrɛ ye wa?

Ni bɔnɛ tɛ sɛgɛsɛgɛli la, sɛgɛsɛgɛli ni degunbaliya sɛgɛsɛgɛli segin-segin tɛ nɔ bila jogo la—dosiyɛri bɛ to i n’a fɔ a fɔlɔ. Ni bɔnɛ bɛ degun, degun sɛrɛkili kura kelen-kelen bɛɛ bɛ jogo bɔnɛ wɛrɛw don a la cogoya la, min bɛ wele ko “generation loss”. O ye gɛlɛya ye kɛrɛnkɛrɛnnenya la ni baara bɛ kɛ ni algorisimu walima sigida suguya wɛrɛw ye mɔgɔw ni ɲɔgɔn cɛ. Misali la, ni i ye JPEG ja sɛgɛsɛgɛ siɲɛ caman ani k’a mara, o bɛna a jogo dɔgɔya dɔɔnin dɔɔnin. Walasa ka bɔnsɔn bɔnɛ dɔgɔya, baara kɛ tuma bɛɛ ka bɔ sɔrɔyɔrɔ filen ɲumanba la min bɛ sɔrɔ, ani ka cɛmancɛ baara mara bɔnɛ tɛ min na sɛgɛsɛgɛli kɛcogo la.

Aw ye desizɔnw ta minnu bɛ kɛ ni kunnafoni ye

Danfara faamuyali min bɛ bɔnɛbaliya ni bɔnɛbaliya sɛgɛsɛgɛli cɛ, o b’i dɛmɛ k’i ka baarakɛcogo ɲuman nizɛrikan na, ka marayɔrɔ mara, ani k’a lajɛ ko i ka kɔnɔkow bɛ jogo bɛnnen mara u baaracogo laɲininen na.

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