{"id":10520,"date":"2024-03-29T15:52:34","date_gmt":"2024-03-29T08:52:34","guid":{"rendered":"https:\/\/tenten.vn\/ai\/?p=10520"},"modified":"2024-03-29T17:05:43","modified_gmt":"2024-03-29T10:05:43","slug":"claude-vision-huong-dan-su-dung-don-gian-thong-qua-api","status":"publish","type":"post","link":"https:\/\/tenten.vn\/ai\/claude-vision-huong-dan-su-dung-don-gian-thong-qua-api\/","title":{"rendered":"Claude Vision – H\u01b0\u1edbng d\u1eabn s\u1eed d\u1ee5ng \u0111\u01a1n gi\u1ea3n th\u00f4ng qua API"},"content":{"rendered":"\t\t
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Claude Vision l\u00e0 g\u00ec ?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Claude 3<\/a> mang \u0111\u1ebfn kh\u1ea3 n\u0103ng th\u1ecb gi\u00e1c (Vision mode) m\u1edbi m\u1ebb, cho ph\u00e9p Claude hi\u1ec3u v\u00e0 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh. \u0110\u00e2y l\u00e0 b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 m\u1edf ra nh\u1eefng t\u01b0\u01a1ng t\u00e1c \u0111a ph\u01b0\u01a1ng th\u1ee9c th\u00fa v\u1ecb. Gi\u1edd \u0111\u00e2y, b\u1ea1n c\u00f3 th\u1ec3 cung c\u1ea5p cho Claude c\u1ea3 \u0111\u1ea7u v\u00e0o d\u1ea1ng v\u0103n b\u1ea3n v\u00e0 h\u00ecnh \u1ea3nh \u0111\u1ec3 l\u00e0m phong ph\u00fa cu\u1ed9c tr\u00f2 chuy\u1ec7n v\u00e0 k\u00edch ho\u1ea1t c\u00e1c ch\u1ee9c n\u0103ng m\u1ea1nh m\u1ebd.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\u0110i\u1ec1u tuy\u1ec7t v\u1eddi l\u00e0 b\u1ea1n kh\u00f4ng c\u1ea7n phi\u00ean b\u1ea3n Claude 3 \u0111\u1eb7c bi\u1ec7t n\u00e0o \u0111\u1ec3 s\u1eed d\u1ee5ng t\u00ednh n\u0103ng n\u00e0y. T\u1ea5t c\u1ea3 c\u00e1c model Claude 3 \u0111\u1ec1u c\u00f3 kh\u1ea3 n\u0103ng hi\u1ec3u v\u00e0 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh.<\/p>

\u0110\u1ec3 t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 c\u00e1ch s\u1eed d\u1ee5ng h\u00ecnh \u1ea3nh trong Claude 3, b\u1ea1n c\u00f3 th\u1ec3 tham kh\u1ea3o h\u01b0\u1edbng d\u1eabn chi ti\u1ebft, bao g\u1ed3m c\u00e1c ph\u01b0\u01a1ng ph\u00e1p hay nh\u1ea5t, v\u00ed d\u1ee5 v\u1ec1 code v\u00e0 nh\u1eefng l\u01b0u \u00fd v\u1ec1 h\u1ea1n ch\u1ebf.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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B\u00e0i vi\u1ebft li\u00ean quan:\u00a0Claude 3 Haiku: \u201cCh\u1ea5t l\u01b0\u1ee3ng h\u01a1n\u201d GPT 3.5 v\u00e0 Gemini 1.0 Pro<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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B\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Claude 3 cung c\u1ea5p kh\u1ea3 n\u0103ng hi\u1ec3u v\u00e0 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh. Ch\u1ebf \u0111\u1ed9 Vision (T\u1ea7m nh\u00ecn) cho ph\u00e9p b\u1ea1n t\u1eadn d\u1ee5ng s\u1ee9c m\u1ea1nh n\u00e0y theo ba c\u00e1ch ch\u00ednh:<\/p>

  1. Tr\u1ef1c ti\u1ebfp tr\u00ean claude.ai:<\/strong>\u00a0B\u1ea1n c\u00f3 th\u1ec3 t\u1ea3i \u1ea3nh l\u00ean c\u1eeda s\u1ed5 chat gi\u1ed1ng nh\u01b0 t\u1ea3i l\u00ean m\u1ed9t file th\u00f4ng th\u01b0\u1eddng, ho\u1eb7c k\u00e9o th\u1ea3 \u1ea3nh tr\u1ef1c ti\u1ebfp v\u00e0o c\u1eeda s\u1ed5.<\/li>
  2. Th\u00f4ng qua Console Workbench:<\/strong>\u00a0Ch\u1ecdn m\u1ed9t model h\u1ed7 tr\u1ee3 h\u00ecnh \u1ea3nh (ch\u1ec9 c\u00e1c model Claude 3). Khi \u0111\u00f3, n\u00fat th\u00eam \u1ea3nh s\u1ebd xu\u1ea5t hi\u1ec7n \u1edf ph\u00eda tr\u00ean b\u00ean ph\u1ea3i c\u1ee7a m\u1ed7i kh\u1ed1i tin nh\u1eafn Ng\u01b0\u1eddi d\u00f9ng (User).<\/li>
  3. Y\u00eau c\u1ea7u API:<\/strong>\u00a0Tham kh\u1ea3o h\u01b0\u1edbng d\u1eabn chi ti\u1ebft (kh\u00f4ng c\u00f3 trong \u0111o\u1ea1n tr\u00edch d\u1eabn n\u00e0y).<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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    Tuy nhi\u00ean, \u1edf b\u00e0i vi\u1ebft n\u00e0y s\u1ebd h\u01b0\u1edbng d\u1eabn ch\u1ee7 y\u1ebfu v\u1ec1 c\u00e1ch s\u1eed d\u1ee5ng Claude Vision th\u00f4ng qua API.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    H\u01b0\u1edbng d\u1eabn s\u1eed d\u1ee5ng th\u00f4ng qua API<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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    H\u01b0\u1edbng d\u1eabn n\u00e0y kh\u00f4ng \u0111\u1ec1 c\u1eadp \u0111\u1ebfn vi\u1ec7c s\u1eed d\u1ee5ng SDK Python c\u1ee7a Anthropic, m\u00e0 ch\u1ec9 cung c\u1ea5p m\u1ed9t v\u00ed d\u1ee5 \u0111\u01a1n gi\u1ea3n v\u1ec1 c\u00e1ch Claude 3 c\u00f3 th\u1ec3 nh\u1eadn v\u00e0 x\u1eed l\u00fd \u1ea3nh \u0111\u01b0\u1ee3c m\u00e3 h\u00f3a base64 trong y\u00eau c\u1ea7u API c\u1ee7a Messages.<\/p>

    L\u01b0u \u00fd:<\/strong> Ph\u1ea7n code Python \u0111\u01b0\u1ee3c tr\u00edch d\u1eabn ch\u1ec9 nh\u1eb1m m\u1ee5c \u0111\u00edch minh h\u1ecda v\u00e0 kh\u00f4ng c\u1ea7n thi\u1ebft \u0111\u1ec3 s\u1eed d\u1ee5ng Vision mode c\u1ee7a Claude 3.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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    \n\t\t\t\t\n\t\t\t\t\timport anthropic\r\nimport base64\r\nimport httpx\r\n\r\nclient = anthropic.Anthropic()\r\n\r\nimage1_url = \"https:\/\/tenten.vn\/tin-tuc\/wp-content\/uploads\/2023\/03\/GMO-Viet-My-Chuyen-doi-so-Khoi-nghiep-1-1024x683.jpg\"\r\nimage1_media_type = \"image\/jpeg\"\r\nimage1_data = base64.b64encode(httpx.get(image1_url).content).decode(\"utf-8\")\r\n<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-12d2e81 e-flex e-con-boxed e-con e-parent\" data-id=\"12d2e81\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5f7a361 elementor-widget elementor-widget-text-editor\" data-id=\"5f7a361\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-sourcepos=\"5:1-5:184\"><strong>Vision mode<\/strong> cho ph\u00e9p b\u1ea1n t\u1eadn d\u1ee5ng h\u00ecnh \u1ea3nh \u0111\u1ec3 h\u1ed7 tr\u1ee3 Claude 3 trong qu\u00e1 tr\u00ecnh x\u1eed l\u00fd th\u00f4ng tin. B\u1ea1n c\u00f3 th\u1ec3 k\u1ebft h\u1ee3p h\u00ecnh \u1ea3nh v\u00e0 v\u0103n b\u1ea3n \u0111\u1ec3 Claude 3 hi\u1ec3u \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u c\u1ee7a b\u1ea1n t\u1ed1t h\u01a1n.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9109011 e-flex e-con-boxed e-con e-parent\" data-id=\"9109011\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f7f1629 elementor-widget elementor-widget-code-highlight\" data-id=\"f7f1629\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-default  word-wrap\">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-javascript \">\n\t\t\t\t<code readonly=\"true\" class=\"language-javascript\">\n\t\t\t\t\t<xmp>message = client.messages.create(\r\n    model=\"claude-3-opus-20240229\",\r\n    max_tokens=1024,\r\n    messages=[\r\n        {\r\n            \"role\": \"user\",\r\n            \"content\": [\r\n                {\r\n                    \"type\": \"image\",\r\n                    \"source\": {\r\n                        \"type\": \"base64\",\r\n                        \"media_type\": image1_media_type,\r\n                        \"data\": image1_data,\r\n                    },\r\n                },\r\n                {\r\n                    \"type\": \"text\",\r\n                    \"text\": \"Describe this image.\"\r\n                }\r\n            ],\r\n        }\r\n    ],\r\n)\r\nprint(message)<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-aeab050 e-flex e-con-boxed e-con e-parent\" data-id=\"aeab050\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-081f3bf elementor-widget elementor-widget-text-editor\" data-id=\"081f3bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>B\u1ea1n c\u00f3 th\u1ec3 cung c\u1ea5p h\u00ecnh \u1ea3nh cho Claude 3 d\u01b0\u1edbi d\u1ea1ng c\u00e1c \u0111\u1ecbnh d\u1ea1ng ph\u1ed5 bi\u1ebfn nh\u01b0 JPEG, PNG, GIF v\u00e0 WebP.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ab37f9b e-flex e-con-boxed e-con e-parent\" data-id=\"ab37f9b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c860a43 elementor-widget elementor-widget-heading\" data-id=\"c860a43\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">K\u00edch th\u01b0\u1edbc \u1ea3nh<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-25a3143 e-flex e-con-boxed e-con e-parent\" data-id=\"25a3143\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6955491 elementor-widget elementor-widget-text-editor\" data-id=\"6955491\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul data-sourcepos=\"7:1-11:0\"><li data-sourcepos=\"7:1-7:151\">\u0110\u1ec3 c\u00f3 hi\u1ec7u su\u1ea5t t\u1ed1t nh\u1ea5t, n\u00ean resize \u1ea3nh tr\u01b0\u1edbc khi t\u1ea3i l\u00ean n\u1ebfu k\u00edch th\u01b0\u1edbc v\u01b0\u1ee3t qu\u00e1 gi\u1edbi h\u1ea1n. Gi\u1edbi h\u1ea1n k\u00edch th\u01b0\u1edbc \u0111\u01b0\u1ee3c t\u00ednh theo c\u1ea3 pixel v\u00e0 s\u1ed1 token.<\/li><li data-sourcepos=\"8:1-8:166\">\u1ea2nh c\u00f3 chi\u1ec1u d\u00e0i c\u1ea1nh l\u1edbn nh\u1ea5t v\u01b0\u1ee3t qu\u00e1 1568 pixel ho\u1eb7c t\u1ed5ng s\u1ed1 token v\u01b0\u1ee3t qu\u00e1 1600 s\u1ebd t\u1ef1 \u0111\u1ed9ng \u0111\u01b0\u1ee3c resize theo t\u1ef7 l\u1ec7 khung h\u00ecnh g\u1ed1c cho \u0111\u1ebfn khi n\u1eb1m trong gi\u1edbi h\u1ea1n.<\/li><li data-sourcepos=\"9:1-9:112\">Vi\u1ec7c resize \u1ea3nh s\u1ebd l\u00e0m t\u0103ng th\u1eddi gian ph\u1ea3n h\u1ed3i (time-to-first-token) nh\u01b0ng kh\u00f4ng c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 ph\u00e2n t\u00edch.<\/li><li data-sourcepos=\"10:1-11:0\">\u1ea2nh qu\u00e1 nh\u1ecf (b\u1ea5t k\u1ef3 c\u1ea1nh n\u00e0o nh\u1ecf h\u01a1n 200 pixel) c\u0169ng c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn \u0111\u1ed9 ch\u00ednh x\u00e1c.<\/li><\/ul><p data-sourcepos=\"12:1-12:16\"><strong>Khuy\u1ebfn ngh\u1ecb:<\/strong><\/p><ul data-sourcepos=\"14:1-15:0\"><li data-sourcepos=\"14:1-15:0\">\u0110\u1ec3 c\u1ea3i thi\u1ec7n th\u1eddi gian ph\u1ea3n h\u1ed3i, h\u00e3y resize \u1ea3nh xu\u1ed1ng d\u01b0\u1edbi 1.15 megapixel v\u00e0 gi\u1eef c\u1ea3 hai chi\u1ec1u nh\u1ecf h\u01a1n 1568 pixel.<\/li><\/ul><p data-sourcepos=\"16:1-16:53\"><strong>B\u1ea3ng k\u00edch th\u01b0\u1edbc \u1ea3nh t\u1ed1i \u0111a theo t\u1ef7 l\u1ec7 khung h\u00ecnh:<\/strong><\/p><p data-sourcepos=\"18:1-18:272\">B\u1ea3ng d\u01b0\u1edbi \u0111\u00e2y li\u1ec7t k\u00ea c\u00e1c k\u00edch th\u01b0\u1edbc \u1ea3nh t\u1ed1i \u0111a \u0111\u01b0\u1ee3c ch\u1ea5p nh\u1eadn b\u1edfi API c\u1ee7a Claude 3 theo c\u00e1c t\u1ef7 l\u1ec7 khung h\u00ecnh th\u00f4ng d\u1ee5ng. Nh\u1eefng \u1ea3nh n\u00e0y s\u1ebd kh\u00f4ng b\u1ecb resize v\u00e0 \u01b0\u1edbc t\u00ednh t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi kho\u1ea3ng 1600 token v\u00e0 chi ph\u00ed kho\u1ea3ng $4.80 tr\u00ean 1000 \u1ea3nh (gi\u1ea3 s\u1eed s\u1eed d\u1ee5ng Claude 3 Sonnet).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5d67997 e-flex e-con-boxed e-con e-parent\" data-id=\"5d67997\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-21c471e elementor-widget elementor-widget-image\" data-id=\"21c471e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"893\" height=\"257\" src=\"https:\/\/tenten.vn\/ai\/wp-content\/uploads\/2024\/03\/tenten-claude-vision-1.jpg\" class=\"attachment-large size-large wp-image-10524\" alt=\"\" srcset=\"https:\/\/tenten.vn\/ai\/wp-content\/uploads\/2024\/03\/tenten-claude-vision-1.jpg 893w, https:\/\/tenten.vn\/ai\/wp-content\/uploads\/2024\/03\/tenten-claude-vision-1-300x86.jpg 300w, https:\/\/tenten.vn\/ai\/wp-content\/uploads\/2024\/03\/tenten-claude-vision-1-768x221.jpg 768w\" sizes=\"(max-width: 893px) 100vw, 893px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-82e6ef1 e-flex e-con-boxed e-con e-parent\" data-id=\"82e6ef1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-94b27cb elementor-widget elementor-widget-heading\" data-id=\"94b27cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Hi\u1ec7u su\u1ea5t t\u1ed1i \u0111a nh\u1ea5t<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-84b7bd9 e-flex e-con-boxed e-con e-parent\" data-id=\"84b7bd9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3bfe3bd elementor-widget elementor-widget-text-editor\" data-id=\"3bfe3bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u0110\u1ec3 t\u1ea1o ra ch\u1ea5t l\u01b0\u1ee3ng k\u1ebft qu\u1ea3 \u0111\u1ea7u ra t\u1ed1t nh\u1ea5t, xin l\u01b0u \u00fd v\u1edbi 4 quy t\u1eafc sau \u0111\u00e2y:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2f63578 e-flex e-con-boxed e-con e-parent\" data-id=\"2f63578\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6d4ea92 elementor-widget elementor-widget-text-editor\" data-id=\"6d4ea92\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-sourcepos=\"5:1-5:138\"><strong>Ch\u1ea5t l\u01b0\u1ee3ng \u1ea3nh:<\/strong> \u1ea2nh c\u1ea7n r\u00f5 r\u00e0ng, kh\u00f4ng b\u1ecb m\u1edd ho\u1eb7c v\u1ee1 n\u00e9t. Claude c\u00f3 th\u1ec3 g\u1eb7p kh\u00f3 kh\u0103n khi x\u1eed l\u00fd \u1ea3nh kh\u00f4ng r\u00f5 r\u00e0ng ho\u1eb7c ch\u1ea5t l\u01b0\u1ee3ng th\u1ea5p.<\/p><p data-sourcepos=\"7:1-7:288\"><strong>V\u1ecb tr\u00ed \u1ea3nh:<\/strong> Gi\u1ed1ng nh\u01b0 vi\u1ec7c \u0111\u1eb7t c\u00e2u h\u1ecfi v\u1edbi v\u0103n b\u1ea3n, Claude ho\u1ea1t \u0111\u1ed9ng t\u1ed1t nh\u1ea5t khi \u1ea3nh \u0111\u01b0\u1ee3c \u0111\u1eb7t tr\u01b0\u1edbc v\u0103n b\u1ea3n. \u1ea2nh \u0111\u1eb7t sau v\u0103n b\u1ea3n ho\u1eb7c xen k\u1ebd v\u1edbi v\u0103n b\u1ea3n v\u1eabn ho\u1ea1t \u0111\u1ed9ng t\u1ed1t, nh\u01b0ng n\u1ebfu ng\u1eef c\u1ea3nh cho ph\u00e9p, b\u1ea1n n\u00ean \u0111\u1eb7t \u1ea3nh tr\u01b0\u1edbc r\u1ed3i \u0111\u1ebfn v\u0103n b\u1ea3n.<\/p><p data-sourcepos=\"9:1-9:181\"><strong>V\u0103n b\u1ea3n trong \u1ea3nh:<\/strong> N\u1ebfu \u1ea3nh ch\u1ee9a v\u0103n b\u1ea3n quan tr\u1ecdng, h\u00e3y \u0111\u1ea3m b\u1ea3o v\u0103n b\u1ea3n \u0111\u00f3 d\u1ec5 \u0111\u1ecdc v\u00e0 kh\u00f4ng qu\u00e1 nh\u1ecf. Tuy nhi\u00ean, tr\u00e1nh c\u1eaft x\u00e9n ph\u1ea7n t\u1eed h\u00ecnh \u1ea3nh quan tr\u1ecdng ch\u1ec9 \u0111\u1ec3 ph\u00f3ng to v\u0103n b\u1ea3n.<\/p><p data-sourcepos=\"11:1-11:250\"><strong>Nhi\u1ec1u \u1ea3nh:<\/strong> B\u1ea1n c\u00f3 th\u1ec3 bao g\u1ed3m nhi\u1ec1u \u1ea3nh trong m\u1ed9t y\u00eau c\u1ea7u (t\u1ed1i \u0111a 5 \u1ea3nh tr\u00ean claude.ai v\u00e0 20 \u1ea3nh cho y\u00eau c\u1ea7u API). Claude s\u1ebd ph\u00e2n t\u00edch t\u1ea5t c\u1ea3 \u1ea3nh \u0111\u01b0\u1ee3c cung c\u1ea5p \u0111\u1ec3 x\u00e2y d\u1ef1ng c\u00e2u tr\u1ea3 l\u1eddi. T\u00ednh n\u0103ng n\u00e0y h\u1eefu \u00edch \u0111\u1ec3 so s\u00e1nh ho\u1eb7c \u0111\u1ed1i chi\u1ebfu c\u00e1c h\u00ecnh \u1ea3nh.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-747e08f e-flex e-con-boxed e-con e-parent\" data-id=\"747e08f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4d0b008 elementor-widget elementor-widget-heading\" data-id=\"4d0b008\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">M\u1eb9o s\u1eed d\u1ee5ng PROMPT<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8d72219 e-flex e-con-boxed e-con e-parent\" data-id=\"8d72219\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b4208e3 elementor-widget elementor-widget-text-editor\" data-id=\"b4208e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-sourcepos=\"5:1-5:126\">B\u1ea1n c\u00f3 th\u1ec3 cung c\u1ea5p cho Claude 3 c\u1ea3 v\u0103n b\u1ea3n v\u00e0 h\u00ecnh \u1ea3nh \u0111\u1ec3 l\u00e0m phong ph\u00fa cu\u1ed9c tr\u00f2 chuy\u1ec7n v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c t\u00e1c v\u1ee5 m\u1edbi m\u1ea1nh m\u1ebd.<\/p><p data-sourcepos=\"7:1-7:156\">V\u00ed d\u1ee5: b\u1ea1n c\u00f3 th\u1ec3 hi\u1ec3n th\u1ecb m\u1ed9t b\u1ee9c \u1ea3nh v\u00e0 y\u00eau c\u1ea7u Claude 3 m\u00f4 t\u1ea3 n\u1ed9i dung, ph\u00e2n t\u00edch c\u1ea3m x\u00fac trong \u1ea3nh, ho\u1eb7c th\u1eadm ch\u00ed s\u00e1ng t\u1ea1o v\u0103n b\u1ea3n d\u1ef1a tr\u00ean h\u00ecnh \u1ea3nh \u0111\u00f3.<\/p><p data-sourcepos=\"9:1-9:223\">\u0110\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a Vision mode, h\u00e3y l\u01b0u \u00fd m\u1eb9o nh\u1ecf: cung c\u1ea5p h\u00ecnh \u1ea3nh tr\u01b0\u1edbc khi \u0111\u1eb7t c\u00e2u h\u1ecfi v\u1ec1 ch\u00fang ho\u1eb7c h\u01b0\u1edbng d\u1eabn th\u1ef1c hi\u1ec7n t\u00e1c v\u1ee5 li\u00ean quan. N\u1ebfu c\u00f3 nhi\u1ec1u \u1ea3nh, h\u00e3y gi\u1edbi thi\u1ec7u t\u1eebng \u1ea3nh v\u1edbi ch\u00fa th\u00edch &#8220;\u1ea2nh 1:&#8221;, &#8220;\u1ea2nh 2:&#8221;, v.v.<\/p><p data-sourcepos=\"11:1-11:110\">Claude 3 s\u1ebd h\u1ed7 tr\u1ee3 b\u1ea1n t\u01b0\u01a1ng t\u1ef1 nh\u01b0 khi x\u1eed l\u00fd v\u0103n b\u1ea3n, gi\u00fap b\u1ea1n khai th\u00e1c th\u00f4ng tin t\u1eeb h\u00ecnh \u1ea3nh hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-36da9b7 e-flex e-con-boxed e-con e-parent\" data-id=\"36da9b7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8c50965 elementor-widget elementor-widget-heading\" data-id=\"8c50965\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">G\u1ecdi m\u1ed9t h\u00ecnh \u1ea3nh<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1b26f25 e-flex e-con-boxed e-con e-parent\" data-id=\"1b26f25\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-63ae255 elementor-widget elementor-widget-text-editor\" data-id=\"63ae255\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<table><thead><tr><th>Role<\/th><th>Content<\/th><\/tr><\/thead><tbody><tr><td>User<\/td><td>[Image] M\u00f4 t\u1ea3 n\u1ed9i dung<\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f91f31e e-flex e-con-boxed e-con e-parent\" data-id=\"f91f31e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9400147 elementor-widget elementor-widget-code-highlight\" data-id=\"9400147\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-default  \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-javascript \">\n\t\t\t\t<code readonly=\"true\" class=\"language-javascript\">\n\t\t\t\t\t<xmp>message = client.messages.create(\r\n    model=\"claude-3-opus-20240229\",\r\n    max_tokens=1024,\r\n    messages=[\r\n        {\r\n            \"role\": \"user\",\r\n            \"content\": [\r\n                {\r\n                    \"type\": \"image\",\r\n                    \"source\": {\r\n                        \"type\": \"base64\",\r\n                        \"media_type\": image1_media_type,\r\n                        \"data\": image1_data,\r\n                    },\r\n                },\r\n                {\r\n                    \"type\": \"text\",\r\n                    \"text\": \"M\u00f4 t\u1ea3 n\u1ed9i dung \u1ea3nh.\"\r\n                }\r\n            ],\r\n        }\r\n    ],\r\n)<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-25fcb77 e-flex e-con-boxed e-con e-parent\" data-id=\"25fcb77\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c75f662 elementor-widget elementor-widget-heading\" data-id=\"c75f662\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">G\u1ecdi nhi\u1ec1u h\u00ecnh \u1ea3nh<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fe7d643 e-flex e-con-boxed e-con e-parent\" data-id=\"fe7d643\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8bd7f32 elementor-widget elementor-widget-text-editor\" data-id=\"8bd7f32\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<table><thead><tr><th>Role<\/th><th>Content<\/th><\/tr><\/thead><tbody><tr><td>User<\/td><td>Image 1: [Image 1] Image 2: [Image 2] S\u1ef1 kh\u00e1c bi\u1ebft gi\u1eefa 2 b\u1ee9c \u1ea3nh?<\/td><\/tr><\/tbody><\/table><p><strong>L\u01b0u \u00fd: Khi s\u1eed d\u1ee5ng g\u1ecdi nhi\u1ec1u h\u00ecnh \u1ea3nh th\u00ec th\u01b0\u1eddng \u0111\u1ec3 so s\u00e1nh h\u01a1n l\u00e0 mi\u00eau t\u1ea3 n\u1ed9i dung.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b85c07c e-flex e-con-boxed e-con e-parent\" data-id=\"b85c07c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ee4ea0 elementor-widget elementor-widget-code-highlight\" data-id=\"3ee4ea0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-default  \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-javascript \">\n\t\t\t\t<code readonly=\"true\" class=\"language-javascript\">\n\t\t\t\t\t<xmp>message = client.messages.create(\r\n    model=\"claude-3-opus-20240229\",\r\n    max_tokens=1024,\r\n    messages=[\r\n        {\r\n            \"role\": \"user\",\r\n            \"content\": [\r\n                {\r\n                    \"type\": \"text\",\r\n                    \"text\": \"Image 1:\"\r\n                },\r\n                {\r\n                    \"type\": \"image\",\r\n                    \"source\": {\r\n                        \"type\": \"base64\",\r\n                        \"media_type\": image1_media_type,\r\n                        \"data\": image1_data,\r\n                    },\r\n                },\r\n                {\r\n                    \"type\": \"text\",\r\n                    \"text\": \"Image 2:\"\r\n                },\r\n                {\r\n                    \"type\": \"image\",\r\n                    \"source\": {\r\n                        \"type\": \"base64\",\r\n                        \"media_type\": image2_media_type,\r\n                        \"data\": image2_data,\r\n                    },\r\n                },\r\n                {\r\n                    \"type\": \"text\",\r\n                    \"text\": \"How are these images different?\"\r\n                }\r\n            ],\r\n        }\r\n    ],\r\n)<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b6cc41f e-flex e-con-boxed e-con e-parent\" data-id=\"b6cc41f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6dcb08e elementor-widget elementor-widget-heading\" data-id=\"6dcb08e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">G\u1ecdi nhi\u1ec1u h\u00ecnh \u1ea3nh v\u1edbi vai tr\u00f2 ri\u00eang<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-917f3aa e-flex e-con-boxed e-con e-parent\" data-id=\"917f3aa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1b2c903 elementor-widget elementor-widget-text-editor\" data-id=\"1b2c903\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<table><thead><tr><th>Content<\/th><\/tr><\/thead><tbody><tr><td>System<\/td><td>B\u1ea1n l\u00e0 chuy\u00ean ra ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh.<\/td><\/tr><tr><td>User<\/td><td>Image 1: [Image 1] Image 2: [Image 2] T\u00ecm ra s\u1ef1 kh\u00e1c bi\u1ec7t.<\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b25255f e-flex e-con-boxed e-con e-parent\" data-id=\"b25255f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d89d9f6 elementor-widget elementor-widget-code-highlight\" data-id=\"d89d9f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-default  word-wrap\">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-javascript \">\n\t\t\t\t<code readonly=\"true\" class=\"language-javascript\">\n\t\t\t\t\t<xmp>message = client.messages.create(\r\n    model=\"claude-3-opus-20240229\",\r\n    max_tokens=1024,\r\n    system=\"B\u1ea1n l\u00e0 chuy\u00ean ra ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh..\",\r\n    messages=[\r\n        {\r\n            \"role\": \"user\",\r\n            \"content\": [\r\n                {\r\n                    \"type\": \"text\",\r\n                    \"text\": \"Image 1:\"\r\n                },\r\n                {\r\n                    \"type\": \"image\",\r\n                    \"source\": {\r\n                        \"type\": \"base64\",\r\n                        \"media_type\": image1_media_type,\r\n                        \"data\": image1_data,\r\n                    },\r\n                },\r\n                {\r\n                    \"type\": \"text\",\r\n                    \"text\": \"Image 2:\"\r\n                },\r\n                {\r\n                    \"type\": \"image\",\r\n                    \"source\": {\r\n                        \"type\": \"base64\",\r\n                        \"media_type\": image2_media_type,\r\n                        \"data\": image2_data,\r\n                    },\r\n                },\r\n                {\r\n                    \"type\": \"text\",\r\n                    \"text\": \"T\u00ecm ra s\u1ef1 kh\u00e1c bi\u1ec7t.?\"\r\n                }\r\n            ],\r\n        }\r\n    ],\r\n)<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c34fe01 e-flex e-con-boxed e-con e-parent\" data-id=\"c34fe01\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1cf945e elementor-widget elementor-widget-heading\" data-id=\"1cf945e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Gi\u00e1 c\u1ea3<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0ee8dca e-flex e-con-boxed e-con e-parent\" data-id=\"0ee8dca\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c826e3e elementor-widget elementor-widget-text-editor\" data-id=\"c826e3e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul data-sourcepos=\"7:1-9:0\"><li data-sourcepos=\"7:1-7:93\">M\u1ed7i h\u00ecnh \u1ea3nh \u0111\u01b0\u1ee3c bao g\u1ed3m trong y\u00eau c\u1ea7u g\u1eedi \u0111\u1ebfn Claude 3 s\u1ebd t\u00ednh v\u00e0o t\u1ed5ng s\u1ed1 token s\u1eed d\u1ee5ng.<\/li><li data-sourcepos=\"8:1-9:0\">\u0110\u1ec3 \u01b0\u1edbc t\u00ednh chi ph\u00ed g\u1ea7n \u0111\u00fang, b\u1ea1n c\u1ea7n nh\u00e2n s\u1ed1 token h\u00ecnh \u1ea3nh d\u1ef1 ki\u1ebfn v\u1edbi gi\u00e1 m\u1ed7i token c\u1ee7a model \u0111ang s\u1eed d\u1ee5ng. B\u1ea1n c\u00f3 th\u1ec3 t\u00ecm th\u1ea5y chi ti\u1ebft v\u1ec1 gi\u00e1 model tr\u00ean trang gi\u00e1 c\u1ee7a Anthropic.<\/li><\/ul><p data-sourcepos=\"10:1-10:31\"><strong>\u01af\u1edbc t\u00ednh s\u1ed1 token h\u00ecnh \u1ea3nh:<\/strong><\/p><ul data-sourcepos=\"12:1-13:0\"><li data-sourcepos=\"12:1-13:0\">Gi\u1ea3 s\u1eed kh\u00f4ng c\u1ea7n thay \u0111\u1ed5i k\u00edch th\u01b0\u1edbc \u1ea3nh, b\u1ea1n c\u00f3 th\u1ec3 \u01b0\u1edbc t\u00ednh s\u1ed1 token \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1eb1ng thu\u1eadt to\u00e1n \u0111\u01a1n gi\u1ea3n:<\/li><\/ul><div class=\"code-block ng-star-inserted\"><div class=\"code-block-internal-container\"><pre><code class=\"code-container no-decoration-radius\" role=\"text\" data-test-id=\"code-content\">tokens = (chi\u1ec1u r\u1ed9ng px * chi\u1ec1u cao px) \/ 750<\/code><\/pre><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d88a078 e-flex e-con-boxed e-con e-parent\" data-id=\"d88a078\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7d1414e elementor-widget elementor-widget-text-editor\" data-id=\"7d1414e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-sourcepos=\"18:1-18:10\"><strong>V\u00ed d\u1ee5:<\/strong><\/p><p data-sourcepos=\"20:1-20:236\">B\u1ea3ng v\u00ed d\u1ee5 (kh\u00f4ng hi\u1ec3n th\u1ecb trong v\u0103n b\u1ea3n n\u00e0y) cho th\u1ea5y chi ph\u00ed \u01b0\u1edbc t\u00ednh c\u1ee7a vi\u1ec7c s\u1eed d\u1ee5ng h\u00ecnh \u1ea3nh v\u1edbi c\u00e1c k\u00edch th\u01b0\u1edbc kh\u00e1c nhau trong gi\u1edbi h\u1ea1n k\u00edch th\u01b0\u1edbc c\u1ee7a API, gi\u1ea3 s\u1eed s\u1eed d\u1ee5ng Claude 3 Sonnet v\u1edbi gi\u00e1 3 USD tr\u00ean m\u1ed9t tri\u1ec7u token \u0111\u1ea7u v\u00e0o.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ff367ab e-flex e-con-boxed e-con e-parent\" data-id=\"ff367ab\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0e4cba5 elementor-widget elementor-widget-image\" data-id=\"0e4cba5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"880\" height=\"235\" src=\"https:\/\/tenten.vn\/ai\/wp-content\/uploads\/2024\/03\/tenten-claude-vision-2.jpg\" class=\"attachment-large size-large wp-image-10525\" alt=\"\" srcset=\"https:\/\/tenten.vn\/ai\/wp-content\/uploads\/2024\/03\/tenten-claude-vision-2.jpg 880w, https:\/\/tenten.vn\/ai\/wp-content\/uploads\/2024\/03\/tenten-claude-vision-2-300x80.jpg 300w, https:\/\/tenten.vn\/ai\/wp-content\/uploads\/2024\/03\/tenten-claude-vision-2-768x205.jpg 768w\" sizes=\"(max-width: 880px) 100vw, 880px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7fb892a e-flex e-con-boxed e-con e-parent\" data-id=\"7fb892a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf92a14 elementor-widget elementor-widget-heading\" data-id=\"cf92a14\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Gi\u1edbi h\u1ea1n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-19dc506 e-flex e-con-boxed e-con e-parent\" data-id=\"19dc506\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1129d77 elementor-widget elementor-widget-text-editor\" data-id=\"1129d77\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-sourcepos=\"3:1-3:89\">Claude 3 s\u1edf h\u1eefu kh\u1ea3 n\u0103ng hi\u1ec3u h\u00ecnh \u1ea3nh ti\u00ean ti\u1ebfn, nh\u01b0ng c\u0169ng c\u00f3 m\u1ed9t s\u1ed1 h\u1ea1n ch\u1ebf c\u1ea7n l\u01b0u \u00fd:<\/p><ul data-sourcepos=\"5:1-12:0\"><li data-sourcepos=\"5:1-5:117\"><strong>Nh\u1eadn d\u1ea1ng ng\u01b0\u1eddi:<\/strong>\u00a0Claude kh\u00f4ng th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 nh\u1eadn d\u1ea1ng ng\u01b0\u1eddi trong \u1ea3nh v\u00e0 s\u1ebd t\u1eeb ch\u1ed1i th\u1ef1c hi\u1ec7n t\u00e1c v\u1ee5 n\u00e0y.<\/li><li data-sourcepos=\"6:1-6:147\"><strong>\u0110\u1ed9 ch\u00ednh x\u00e1c:<\/strong>\u00a0Claude c\u00f3 th\u1ec3 \u0111\u01b0a ra k\u1ebft qu\u1ea3 \u1ea3o ho\u1eb7c sai s\u00f3t khi ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh ch\u1ea5t l\u01b0\u1ee3ng th\u1ea5p, b\u1ecb xoay ho\u1eb7c \u1ea3nh r\u1ea5t nh\u1ecf (d\u01b0\u1edbi 200 pixel).<\/li><li data-sourcepos=\"7:1-7:236\"><strong>L\u00fd lu\u1eadn kh\u00f4ng gian:<\/strong>\u00a0Kh\u1ea3 n\u0103ng l\u00fd lu\u1eadn kh\u00f4ng gian c\u1ee7a Claude c\u00f2n h\u1ea1n ch\u1ebf. N\u00f3 c\u00f3 th\u1ec3 g\u1eb7p kh\u00f3 kh\u0103n v\u1edbi c\u00e1c t\u00e1c v\u1ee5 y\u00eau c\u1ea7u \u0111\u1ecbnh v\u1ecb ch\u00ednh x\u00e1c ho\u1eb7c b\u1ed1 c\u1ee5c, ch\u1eb3ng h\u1ea1n nh\u01b0 \u0111\u1ecdc m\u1eb7t \u0111\u1ed3ng h\u1ed3 analog ho\u1eb7c m\u00f4 t\u1ea3 v\u1ecb tr\u00ed ch\u00ednh x\u00e1c c\u1ee7a c\u00e1c qu\u00e2n c\u1edd.<\/li><li data-sourcepos=\"8:1-8:154\"><strong>\u0110\u1ebfm v\u1eadt th\u1ec3:<\/strong>\u00a0Claude c\u00f3 th\u1ec3 cung c\u1ea5p s\u1ed1 l\u01b0\u1ee3ng g\u1ea7n \u0111\u00fang c\u00e1c v\u1eadt th\u1ec3 trong \u1ea3nh nh\u01b0ng kh\u00f4ng ph\u1ea3i l\u00fac n\u00e0o c\u0169ng ch\u00ednh x\u00e1c, \u0111\u1eb7c bi\u1ec7t v\u1edbi nhi\u1ec1u v\u1eadt th\u1ec3 nh\u1ecf.<\/li><li data-sourcepos=\"9:1-9:193\"><strong>H\u00ecnh \u1ea3nh do AI t\u1ea1o ra:<\/strong>\u00a0Claude kh\u00f4ng ph\u00e2n bi\u1ec7t \u0111\u01b0\u1ee3c h\u00ecnh \u1ea3nh do AI t\u1ea1o ra v\u00e0 c\u00f3 th\u1ec3 tr\u1ea3 k\u1ebft qu\u1ea3 kh\u00f4ng ch\u00ednh x\u00e1c khi \u0111\u01b0\u1ee3c h\u1ecfi. Kh\u00f4ng n\u00ean tin t\u01b0\u1edfng Claude \u0111\u1ec3 ph\u00e1t hi\u1ec7n \u1ea3nh gi\u1ea3 ho\u1eb7c t\u1ed5ng h\u1ee3p.<\/li><li data-sourcepos=\"10:1-10:141\"><strong>N\u1ed9i dung kh\u00f4ng ph\u00f9 h\u1ee3p:<\/strong>\u00a0Claude s\u1ebd kh\u00f4ng x\u1eed l\u00fd h\u00ecnh \u1ea3nh kh\u00f4ng ph\u00f9 h\u1ee3p ho\u1eb7c nh\u1ea1y c\u1ea3m, vi ph\u1ea1m Ch\u00ednh s\u00e1ch s\u1eed d\u1ee5ng ch\u1ea5p nh\u1eadn c\u1ee7a ch\u00fang t\u00f4i.<\/li><li data-sourcepos=\"11:1-12:0\"><strong>\u1ee8ng d\u1ee5ng ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe:<\/strong>\u00a0M\u1eb7c d\u00f9 Claude c\u00f3 th\u1ec3 ph\u00e2n t\u00edch c\u00e1c h\u00ecnh \u1ea3nh y t\u1ebf t\u1ed5ng qu\u00e1t, nh\u01b0ng n\u00f3 kh\u00f4ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 gi\u1ea3i th\u00edch c\u00e1c b\u1ea3n qu\u00e9t ch\u1ea9n \u0111o\u00e1n ph\u1ee9c t\u1ea1p nh\u01b0 CT ho\u1eb7c MRI. K\u1ebft qu\u1ea3 c\u1ee7a Claude kh\u00f4ng n\u00ean \u0111\u01b0\u1ee3c coi l\u00e0 thay th\u1ebf cho l\u1eddi khuy\u00ean ho\u1eb7c ch\u1ea9n \u0111o\u00e1n y t\u1ebf chuy\u00ean nghi\u1ec7p.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8c73618 e-flex e-con-boxed e-con e-parent\" data-id=\"8c73618\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5eb78de elementor-widget elementor-widget-image\" data-id=\"5eb78de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"380\" src=\"https:\/\/tenten.vn\/ai\/wp-content\/uploads\/2024\/03\/tenten-claude-vision-3-1024x380.jpg\" class=\"attachment-large size-large wp-image-10526\" alt=\"\" srcset=\"https:\/\/tenten.vn\/ai\/wp-content\/uploads\/2024\/03\/tenten-claude-vision-3-1024x380.jpg 1024w, https:\/\/tenten.vn\/ai\/wp-content\/uploads\/2024\/03\/tenten-claude-vision-3-300x111.jpg 300w, https:\/\/tenten.vn\/ai\/wp-content\/uploads\/2024\/03\/tenten-claude-vision-3-768x285.jpg 768w, https:\/\/tenten.vn\/ai\/wp-content\/uploads\/2024\/03\/tenten-claude-vision-3.jpg 1273w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2c3521f e-flex e-con-boxed e-con e-parent\" data-id=\"2c3521f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1408af8 elementor-widget elementor-widget-text-editor\" data-id=\"1408af8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>B\u00e0i vi\u1ebft li\u00ean quan:\u00a0<a href=\"https:\/\/tenten.vn\/ai\/tim-hieu-ve-claude-3-model-ai-the-he-moi-cua-anthropic\/\" target=\"_blank\" rel=\"noopener\">T\u00ecm hi\u1ec3u v\u1ec1 Claude 3 \u2013 Model AI th\u1ebf h\u1ec7 m\u1edbi c\u1ee7a Anthropic<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-32d00a4 e-flex e-con-boxed e-con e-parent\" data-id=\"32d00a4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2c097d8 elementor-widget elementor-widget-text-editor\" data-id=\"2c097d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ch\u00fac c\u00e1c b\u1ea1n thao t\u00e1c th\u00e0nh c\u00f4ng !<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fdd90ae e-flex e-con-boxed e-con e-parent\" data-id=\"fdd90ae\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-335c8c4 elementor-widget elementor-widget-text-editor\" data-id=\"335c8c4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ngu\u1ed3n: anthropic.com<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Claude Vision l\u00e0 g\u00ec ? Claude 3 mang \u0111\u1ebfn kh\u1ea3 n\u0103ng th\u1ecb gi\u00e1c (Vision mode) m\u1edbi m\u1ebb, cho ph\u00e9p Claude hi\u1ec3u v\u00e0 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh. \u0110\u00e2y l\u00e0 b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 m\u1edf ra nh\u1eefng t\u01b0\u01a1ng t\u00e1c \u0111a ph\u01b0\u01a1ng th\u1ee9c th\u00fa v\u1ecb. Gi\u1edd \u0111\u00e2y, b\u1ea1n c\u00f3 th\u1ec3 cung c\u1ea5p cho Claude c\u1ea3 \u0111\u1ea7u v\u00e0o d\u1ea1ng v\u0103n &hellip;<\/p>\n","protected":false},"author":14,"featured_media":10398,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[86],"tags":[],"class_list":["post-10520","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-claude-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.6 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Claude Vision - H\u01b0\u1edbng d\u1eabn s\u1eed d\u1ee5ng \u0111\u01a1n gi\u1ea3n th\u00f4ng qua API - Tenten AI<\/title>\n<meta name=\"description\" content=\"Claude Vision mang \u0111\u1ebfn kh\u1ea3 n\u0103ng th\u1ecb gi\u00e1c (Vision mode) m\u1edbi m\u1ebb, cho ph\u00e9p Claude hi\u1ec3u v\u00e0 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh. \u0110\u00e2y l\u00e0 b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 m\u1edf ra nh\u1eefng\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/tenten.vn\/ai\/claude-vision-huong-dan-su-dung-don-gian-thong-qua-api\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Claude Vision - H\u01b0\u1edbng d\u1eabn s\u1eed d\u1ee5ng \u0111\u01a1n gi\u1ea3n th\u00f4ng qua API\" \/>\n<meta property=\"og:description\" content=\"Claude Vision mang \u0111\u1ebfn kh\u1ea3 n\u0103ng th\u1ecb gi\u00e1c (Vision mode) m\u1edbi m\u1ebb, cho ph\u00e9p Claude hi\u1ec3u v\u00e0 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh. \u0110\u00e2y l\u00e0 b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 m\u1edf ra nh\u1eefng\" \/>\n<meta property=\"og:url\" content=\"https:\/\/tenten.vn\/ai\/claude-vision-huong-dan-su-dung-don-gian-thong-qua-api\/\" \/>\n<meta property=\"og:site_name\" content=\"Tenten AI\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/tentenvn.gmo\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-29T08:52:34+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-29T10:05:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/tenten.vn\/ai\/wp-content\/uploads\/2024\/03\/claude-3-tenten.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1172\" \/>\n\t<meta property=\"og:image:height\" content=\"646\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Minh T\u00e2n\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi\" \/>\n\t<meta name=\"twitter:data1\" content=\"Minh T\u00e2n\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data2\" content=\"10 ph\u00fat\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/tenten.vn\\\/ai\\\/claude-vision-huong-dan-su-dung-don-gian-thong-qua-api\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/tenten.vn\\\/ai\\\/claude-vision-huong-dan-su-dung-don-gian-thong-qua-api\\\/\"},\"author\":{\"name\":\"Minh T\u00e2n\",\"@id\":\"https:\\\/\\\/tenten.vn\\\/ai\\\/#\\\/schema\\\/person\\\/6bc8a9e8371c23a2519336a31cc8219d\"},\"headline\":\"Claude Vision &#8211; 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