{"version":2,"relationshipURLBase":"https://codingai-lec03.pages.dev/course/notebook-blocks/d704ba6fc7e641f5b6d95572806fb361.html","relationshipResolution":"Resolve relative relationship URLs against relationshipURLBase; complete records and absolute URLs are in blocks.","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/d704ba6fc7e641f5b6d95572806fb361.html","markdown":"https://codingai-lec03.pages.dev/course/notebook-blocks/d704ba6fc7e641f5b6d95572806fb361.md","pages":[{"id":"reading-opening","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","unit":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","unitId":"notebook-blocks/d704ba6fc7e641f5b6d95572806fb361","chapter":"course","number":1}],"aliases":[{"oldId":"b-7335f84205a71e33bf133fbe","targetId":"b-7335f84205a71e33bf133fbe","page":"reading-opening","operation":"move","beforeSHA256":"923e066494e483e0d0fdd514ec12b59fe7659670980fdf4639d15a488eccad0e","afterSHA256":"923e066494e483e0d0fdd514ec12b59fe7659670980fdf4639d15a488eccad0e","reason":"Same source body in authored semantic page"},{"oldId":"b-1781e784f0eca37b5c9a99cb","targetId":"b-1781e784f0eca37b5c9a99cb","page":"reading-opening","operation":"move","beforeSHA256":"25b7f6b4db010cfafae08010a2799da5c310b29302c3833a394561fb5567fa7b","afterSHA256":"25b7f6b4db010cfafae08010a2799da5c310b29302c3833a394561fb5567fa7b","reason":"Same source body in authored semantic page"},{"oldId":"b-cddb812bd12361d2dae10760","targetId":"b-cddb812bd12361d2dae10760","page":"reading-opening","operation":"move","beforeSHA256":"42cba31deccba2a350b9b23bd0ca1dcaa4c4c5cb9d35c773e1fcb89124788ccd","afterSHA256":"42cba31deccba2a350b9b23bd0ca1dcaa4c4c5cb9d35c773e1fcb89124788ccd","reason":"Same source body in authored semantic page"},{"oldId":"b-a4ba25bc23b488023aebf8e3","targetId":"b-a4ba25bc23b488023aebf8e3","page":"reading-opening","operation":"move","beforeSHA256":"e0584a8ed4ddfb5b9c9abb132012919eb506480c39698c3ddd67fccd73d0a12e","afterSHA256":"e0584a8ed4ddfb5b9c9abb132012919eb506480c39698c3ddd67fccd73d0a12e","reason":"Same source body in authored semantic page"},{"oldId":"b-d5558e16fd4f1a575bca7fd1","targetId":"b-d5558e16fd4f1a575bca7fd1","page":"reading-opening","operation":"move","beforeSHA256":"034b6112f93c03c81cf131a48ede9fb578c84ff87acad274fbb654923f4ba12b","afterSHA256":"034b6112f93c03c81cf131a48ede9fb578c84ff87acad274fbb654923f4ba12b","reason":"Same source body in authored semantic page"},{"oldId":"b-7596f906e99dc094f98e5e39","targetId":"b-7596f906e99dc094f98e5e39","page":"reading-opening","operation":"move","beforeSHA256":"5b3d921bbc8baf820220afd72bcf1795c3060e0714829b356e4c42bb22b59361","afterSHA256":"5b3d921bbc8baf820220afd72bcf1795c3060e0714829b356e4c42bb22b59361","reason":"Same source body in authored semantic page"},{"oldId":"b-700dcdd9f4f6f669ceace652","targetId":"b-700dcdd9f4f6f669ceace652","page":"reading-opening","operation":"move","beforeSHA256":"166a41456fd82fd9b866a6db00c36c5e70bc49ba0f7ba13443c39155baea40a7","afterSHA256":"166a41456fd82fd9b866a6db00c36c5e70bc49ba0f7ba13443c39155baea40a7","reason":"Same source body in authored semantic page"},{"oldId":"b-21306deb5e9f376920d5d4fa","targetId":"b-21306deb5e9f376920d5d4fa","page":"reading-opening","operation":"move","beforeSHA256":"88eb52f758ba619b266cd6a7df490accbf0ddbd895b06e5532f4e2ead6d6fa28","afterSHA256":"88eb52f758ba619b266cd6a7df490accbf0ddbd895b06e5532f4e2ead6d6fa28","reason":"Same source body in authored semantic page"}],"blocks":[{"id":"b-7335f84205a71e33bf133fbe","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/d704ba6fc7e641f5b6d95572806fb361.html#b-7335f84205a71e33bf133fbe","content":"[CLS 02 · 从类别到区域与掩码](/course/notebooks/f9ab632ba16b4f2084669791cba6ba85.html)","sha256":"923e066494e483e0d0fdd514ec12b59fe7659670980fdf4639d15a488eccad0e","chapter":{"id":"course","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份"},"unit":{"id":"notebook-blocks/d704ba6fc7e641f5b6d95572806fb361","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份"},"page":{"id":"reading-opening","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","number":1},"sectionTitle":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","currentQuestion":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":null,"nextBlock":"b-1781e784f0eca37b5c9a99cb","prerequisites":[],"relatedBlocks":[]},{"id":"b-1781e784f0eca37b5c9a99cb","type":"h1","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/d704ba6fc7e641f5b6d95572806fb361.html#b-1781e784f0eca37b5c9a99cb","content":"# 学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","sha256":"25b7f6b4db010cfafae08010a2799da5c310b29302c3833a394561fb5567fa7b","chapter":{"id":"course","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份"},"unit":{"id":"notebook-blocks/d704ba6fc7e641f5b6d95572806fb361","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份"},"page":{"id":"reading-opening","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","number":1},"sectionTitle":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","currentQuestion":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-7335f84205a71e33bf133fbe","nextBlock":"b-cddb812bd12361d2dae10760","prerequisites":[{"id":"b-7335f84205a71e33bf133fbe","url":"#b-7335f84205a71e33bf133fbe","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-cddb812bd12361d2dae10760","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/d704ba6fc7e641f5b6d95572806fb361.html#b-cddb812bd12361d2dae10760","content":"主线阅读与优先实验","sha256":"42cba31deccba2a350b9b23bd0ca1dcaa4c4c5cb9d35c773e1fcb89124788ccd","chapter":{"id":"course","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份"},"unit":{"id":"notebook-blocks/d704ba6fc7e641f5b6d95572806fb361","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份"},"page":{"id":"reading-opening","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","number":1},"sectionTitle":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","currentQuestion":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-1781e784f0eca37b5c9a99cb","nextBlock":"b-a4ba25bc23b488023aebf8e3","prerequisites":[{"id":"b-1781e784f0eca37b5c9a99cb","url":"#b-1781e784f0eca37b5c9a99cb","role":"section-title"},{"id":"b-7335f84205a71e33bf133fbe","url":"#b-7335f84205a71e33bf133fbe","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-a4ba25bc23b488023aebf8e3","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/d704ba6fc7e641f5b6d95572806fb361.html#b-a4ba25bc23b488023aebf8e3","content":"同图四输出、共享计算、FCN、RoIAlign、信息碰撞与SAM接口","sha256":"e0584a8ed4ddfb5b9c9abb132012919eb506480c39698c3ddd67fccd73d0a12e","chapter":{"id":"course","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份"},"unit":{"id":"notebook-blocks/d704ba6fc7e641f5b6d95572806fb361","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份"},"page":{"id":"reading-opening","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","number":1},"sectionTitle":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","currentQuestion":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-cddb812bd12361d2dae10760","nextBlock":"b-d5558e16fd4f1a575bca7fd1","prerequisites":[{"id":"b-1781e784f0eca37b5c9a99cb","url":"#b-1781e784f0eca37b5c9a99cb","role":"section-title"},{"id":"b-7335f84205a71e33bf133fbe","url":"#b-7335f84205a71e33bf133fbe","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-d5558e16fd4f1a575bca7fd1","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/d704ba6fc7e641f5b6d95572806fb361.html#b-d5558e16fd4f1a575bca7fd1","content":"**学习路径：** [一张图怎样变成一组框](/course/study/image-detection.html) · [像素、边界与对象身份](/course/study/pixels-instances.html)。两个入口引用同一份现有材料，不需要重复阅读或运行。","sha256":"034b6112f93c03c81cf131a48ede9fb578c84ff87acad274fbb654923f4ba12b","chapter":{"id":"course","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份"},"unit":{"id":"notebook-blocks/d704ba6fc7e641f5b6d95572806fb361","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份"},"page":{"id":"reading-opening","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","number":1},"sectionTitle":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","currentQuestion":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-a4ba25bc23b488023aebf8e3","nextBlock":"b-7596f906e99dc094f98e5e39","prerequisites":[{"id":"b-1781e784f0eca37b5c9a99cb","url":"#b-1781e784f0eca37b5c9a99cb","role":"section-title"},{"id":"b-7335f84205a71e33bf133fbe","url":"#b-7335f84205a71e33bf133fbe","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-7596f906e99dc094f98e5e39","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/d704ba6fc7e641f5b6d95572806fb361.html#b-7596f906e99dc094f98e5e39","content":"本册串起 [P25 的四种输出](/course/pages/l3-r2-p25.html) 到 [P48 的语言入口](/course/pages/l3-r2-p48.html)：同一幅图，为什么要从类别走向框、像素和实例？","sha256":"5b3d921bbc8baf820220afd72bcf1795c3060e0714829b356e4c42bb22b59361","chapter":{"id":"course","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份"},"unit":{"id":"notebook-blocks/d704ba6fc7e641f5b6d95572806fb361","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份"},"page":{"id":"reading-opening","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","number":1},"sectionTitle":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","currentQuestion":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-d5558e16fd4f1a575bca7fd1","nextBlock":"b-700dcdd9f4f6f669ceace652","prerequisites":[{"id":"b-1781e784f0eca37b5c9a99cb","url":"#b-1781e784f0eca37b5c9a99cb","role":"section-title"},{"id":"b-7335f84205a71e33bf133fbe","url":"#b-7335f84205a71e33bf133fbe","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-700dcdd9f4f6f669ceace652","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/d704ba6fc7e641f5b6d95572806fb361.html#b-700dcdd9f4f6f669ceace652","content":"先读下面的同源场景，再沿共享特征、像素预测和区域对齐往下走。读完后应能解释两件事：两个同类杯子为什么仍需两个身份；改好采样位置为什么不能自动补回已被均值抹掉的信息。每个问题都有可单独引用的 [空间学习材料](/course/blocks/spatial-study-route.html)。","sha256":"166a41456fd82fd9b866a6db00c36c5e70bc49ba0f7ba13443c39155baea40a7","chapter":{"id":"course","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份"},"unit":{"id":"notebook-blocks/d704ba6fc7e641f5b6d95572806fb361","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份"},"page":{"id":"reading-opening","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","number":1},"sectionTitle":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","currentQuestion":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-7596f906e99dc094f98e5e39","nextBlock":"b-21306deb5e9f376920d5d4fa","prerequisites":[{"id":"b-1781e784f0eca37b5c9a99cb","url":"#b-1781e784f0eca37b5c9a99cb","role":"section-title"},{"id":"b-7335f84205a71e33bf133fbe","url":"#b-7335f84205a71e33bf133fbe","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-21306deb5e9f376920d5d4fa","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/d704ba6fc7e641f5b6d95572806fb361.html#b-21306deb5e9f376920d5d4fa","content":"动手时先选一种深度：用 [LAB 03](https://deepnote.com/project/38755e4e-23f6-4f5f-8c68-8a2e4114b1c1/notebook/49a2c030eafa4e1db6fc4f1a08c3810a) 做坐标与表示短练习；想走完整学习过程，再在 [LAB 10：RGB→框](https://deepnote.com/project/38755e4e-23f6-4f5f-8c68-8a2e4114b1c1/notebook/a14237bfa9dd413d959ab4e458e11f42) 与 [LAB 11：RGB→mask](https://deepnote.com/project/38755e4e-23f6-4f5f-8c68-8a2e4114b1c1/notebook/9e268706471944e3a59e6f568f9ce9a3) 中选一本。框公式查 [CLS 07](https://deepnote.com/project/38755e4e-23f6-4f5f-8c68-8a2e4114b1c1/notebook/586e66e049764158a50747e69c219312)，像素损失与实例区别查 [CLS 08](https://deepnote.com/project/38755e4e-23f6-4f5f-8c68-8a2e4114b1c1/notebook/2d81e2a1936043349eacb71c53c0defa)，不必按编号全部运行。","sha256":"88eb52f758ba619b266cd6a7df490accbf0ddbd895b06e5532f4e2ead6d6fa28","chapter":{"id":"course","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份"},"unit":{"id":"notebook-blocks/d704ba6fc7e641f5b6d95572806fb361","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份"},"page":{"id":"reading-opening","title":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","number":1},"sectionTitle":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","currentQuestion":"学习路径： 一张图怎样变成一组框 · 像素、边界与对象身份","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-700dcdd9f4f6f669ceace652","nextBlock":null,"prerequisites":[{"id":"b-1781e784f0eca37b5c9a99cb","url":"#b-1781e784f0eca37b5c9a99cb","role":"section-title"},{"id":"b-7335f84205a71e33bf133fbe","url":"#b-7335f84205a71e33bf133fbe","role":"problem-context"}],"relatedBlocks":[]}]}
