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Search the world's information, including webpages, images, videos and more. Google has many special features to help you find exactly what you're looking for. Since our launch in 1997, Google Search has continued to evolve to help you find the information you're looking for. To get results from Google each time you search, you can make Google your default search engine. Set Google as your default on your browser. If your browser isn’t listed below, check … Applying AI towards science and the environment. Privacy Terms. Settings No matter what you look for, start with a simple search like where's the closest airport?. You can add more descriptive words if needed. If you're looking for a place or product in a specific Official Google Search Help Center where you can find tips and tutorials on using Google Search and other answers to frequently asked questions. ู ุญุฑูู ุจุญุซ Google ู ุชูููุฑ ุจุงููุบุฉ: English ูู ุญุฉ ุงูุฅุนูุงูุงุช ุงูุฃุนู ุงู ุขููุฉ ุนู ู "ุจุญุซ Google" ุงูุฎุตูุตูุฉ ุงูุจููุฏ Use a private browsing window to sign in. Learn more about using Guest mode. Search the world’s information, including webpages, images, videos and more. Sign in to lock SafeSearch. ุงูุฅุนูุงูุงุช ูู ู ุง ุชุญุจ ู ุนุฑูุชู ุนู Google ููุง Google.com in English Search for terms in the whole page, page title or web address, or links to the page you're looking for. CLIP(Contrastive Language-Image Pre-Training) ๆจกๅๆฏ OpenAI ๅจ 2021 ๅนดๅๅๅธ็็จไบๅน้ ๅพๅๅๆๆฌ็้ข่ฎญ็ป็ฅ็ป็ฝ็ปๆจกๅ๏ผๆฏ่ฟๅนดๆฅๅคๆจกๆ็ ็ฉถ้ขๅ็็ปๅ ธไนไฝใ ่ฏฅๆจกๅ็ดๆฅไฝฟ็จ ๅคง้็ไบ่็ฝๆฐๆฎ ่ฟ่ก้ข่ฎญ็ป๏ผๅจๅพๅคไปปๅก่กจ็ฐไธ่พพๅฐไบSOTA ใ ๅผๅพๆณจๆ็ๆฏ๏ผๅฐฝ็ฎก Structure-CLIP ๅ CE-CLIP ่กจ็ฐๅบ็จณๅฅ็็ปๅ็่งฃ่ฝๅ๏ผไฝๅฎไปฌๆพ่้ไฝไบๆจกๅๅๆ็้็จ่ฝๅ๏ผไธ CLIP ็ธๆฏ๏ผๅนณๅๅ็กฎ็ๅๅซไธ้ไบ 17.2% ๅ 15.3%ใ็ธๆฏไนไธ๏ผๆไปฌๆๅบ็ DeGLA
้็จ่ชๆ่ธ้ฆ็บฆๆๆจกๅ่ฟ่กๅ จๅฑๅฏน้ฝ๏ผๆๆๅฐๆๅฐๅไบ้็จ่ฝๅ็ๆๅคฑใ CLIP๏ผcontrastive language-image pre-training๏ผไธป่ฆ็่ดก็ฎๅฐฑๆฏๅฉ็จๆ ็็ฃ็ๆๆฌไฟกๆฏ๏ผไฝไธบ็็ฃไฟกๅทๆฅๅญฆไน ่ง่ง็นๅพใ CLIP ไฝ่ ๅ ๆฏๅ้กพไบๅนถๆป็ปไบๅไธ่ฟฐ็ธๅ ณ็ไธคๆก่กจๅพๅญฆไน ่ทฏ็บฟ๏ผ ๆๅปบimageๅtext็่็ณป๏ผๆฏๅฆๅฉ็จๅทฒๆ็image-text pairๆฐๆฎ้๏ผไปtextไธญๅญฆไน image็่กจๅพ๏ผ ๅฝ็ถๆไบบ่ฏด CLIP ๅไบฟๅผ ๅพ่ง่ฟ่ฟไบไธ่ฅฟ๏ผไฝๆฏไป็ปๆณๆณ๏ผCLIP ่ฝๆญฃ็กฎๅ็ฑป็็ฑปๅซๆๅบฆๆฝ่ฑก๏ผๆ ๆณๆณ่ฑกๆไน่ฝๅจไบ่็ฝไธๅญๅจ่ฟๆ ท็ๅพใ ๆฅ็ๆ CLIP ๆๅฑๅฐๆฃๆต๏ผๆฃ็ดขไธ๏ผๆ ้ไบบ็ฑปๆ ๆณจๅฎ็ฐไบๅ็ง็ฅๅฅ็ zero-shotใ ๅไบฟๅผ ๅพๅพ่ดตๅ๏ผ ๅไธบclip้ณ่ดจๅนณ่กกๅบฆๅฅฝ๏ผๆไฝ็ฎไพฟๆไธๆ๏ผไธ่ฟ็ปญ่ช่พๅผฑ๏ผ้้ข็นๅ ็ตใ ไธ่ฟ๏ผๅฆๆไฝ ๆณ่ฆไธๆฌพ็ปผๅ่กจ็ฐๆดๅบ่ฒ็่ณๅคนๅผ่ณๆบ๏ผๆๆจ่ๅฏไปฅ็็ๅๅกClip Proใๅฎๅจ้ณ่ดจไธ่กจ็ฐๅบ่ฒ๏ผไธ้ขๅ่กก๏ผ่ฝๅธฆๆฅๆฒๆตธๅผ็้ณไนไฝ้ชใ ๆฌๆไธป่ฆไป็่ฎบๅฐๅฎ่ทต่ฏฆ็ปไป็ปไบOpenAIๆจๅบ็ๅคๆจกๆๅญฆไน ๆจกๅCLIPใ ๆฌข่ฟ่ฝฌ่ฝฝ๏ผ่ฝฌ่ฝฝ่ฏทๆณจๆๅบๅคไปฅๅ้พๆฅ๏ผๆดๅคๅ ณไบ่ช็ถ่ฏญ่จๅค็ใๆจ่็ณป็ปไผ่ดจๅ ๅฎน่ฏทๅ ณๆณจๅฆไธ้ข้ใ CLIP่ง่งๆ็ฅ่ฟ่ฝๆไนๅท๏ผๆจกๅๆถๆๆน้ ไธ่ฏๅซๆบๅถๅๅ็บง. ่ฟๅนดๆฅ๏ผ้็่ฎก็ฎๆบ่ง่งไธ่ช็ถ่ฏญ่จๅค็ๆๆฏ็้ฃ้ๅๅฑ๏ผCLIP๏ผContrastive Language-Image Pre-training๏ผๆจกๅไฝไธบไธ็งๅผบๅคง็่ทจๆจกๆ้ข่ฎญ็ปๆจกๅ๏ผๅ ถๅบ็จไธ็ ็ฉถ้ขๅไธๆญๆๅฑใ Dec 22, 2024 · ไธ๏ผๆผซๆญฅ่ ่ฑๅZero Clip๏ผๆผซๆญฅ่ ่ฑๅzeroclip๏ผ็ผบ็น. ๅกๆๆ่พๅผบ~ ๅ๏ผๆผซๆญฅ่ ่ฑๅZero Clip๏ผๆผซๆญฅ่ ่ฑๅzeroclip๏ผ็ฝๅๆต่ฏ็ๆฏๅฆๅผๅพไนฐๅ. ไธบไบๆดๅฅฝ็ๅธฎๅคงๅฎถ้่ดญๅฟไปช็ๆผซๆญฅ่ ่ฑๅZero Clip๏ผๆผซๆญฅ่ ่ฑๅzeroclip๏ผ๏ผ้ฃไนไธ้ขๆฅ็ไธ็ฝๅๆไน่ฏไปท๏ผ May 24, 2025 · ๅๅก Clip Pro
ๆฅๆAIๆบ่ฝ้่ฏ้ๅชๅ่ฝ๏ผไฝฟ้่ฏไบคๆตๆดๅ ๆธ ๆฐใๆญ้ ๅฎๅถ็่็5.4่ฏ็๏ผๆฅๅธธไฝฟ็จๆดๅ ไธๆปๆต็ ๏ผๅฏ่พพๅฐ 40ms ็่ถ ไฝๅปถ่ฟ๏ผ่ถ ่ถ็ฎๅ 95% ็่ณๅคนๅผ่ณๆบใๅฏไปฅ่ฏด๏ผๅจ้ณ่ดจใ่้ใ้ ็ฝฎ็ญๅๆน้ขๅๅๅฐไบไธๅ ้ขๅ ๆฐดๅนณใ ้ซ็ซฏ้ๆฉ——ๅไธบFreeClip clip็ฎๅๆฅ่ฏด๏ผๆฏๅบไบไธคไธช็ผ็ ๅจ๏ผๅพๅๆๆฌ๏ผ๏ผไฝฟ็จๅฏนๆฏๅญฆไน ๆนๆณ่ฎญ็ป็ไธ็ง่ฎญ็ปๆนๆณ๏ผๅๆฅๅบไบๆญคๆนๆณ็ๆจกๅๆๆถไนๅซclipๆจกๅ๏ผ ๅจ่ฎธๅค่งๆจกไธๅคง็ๅ ฌๅธๆ้กน็ฎไธญ๏ผไปๆฐ่ฎญ็ปไธไธช่ง่ง็ฑป็็ฅ็ป็ฝ็ปๆๆฌ้ซๆ๏ผๅพฎ่ฐ็ฐๆ็ๅผๆบๆจกๅๆฏๆไผ่งฃใ
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