{"adoption": {"forks": 268, "observed_at": "2026-08-28T04:05:38.153768+00:00", "stars": 1802}, "canonical_url": "https://ross.abutalabs.com/products/cv_interviews_q-a", "card": {"archived": false, "artifact_type": "learning-resource", "description": "CV算法岗知识点及面试问答汇总，主要分为计算机视觉、机器学习、图像处理和 C++基础四大块，一起努力向offers发起冲击！", "domain": ["computer-vision", "machine-learning", "deep-learning", "tutorials", "education"], "enriched": true, "function": ["documentation", "developer-tools"], "health_score": 20, "homepage": null, "language": null, "license": null, "license_family": "other", "maturity": "maintenance", "member_repos": ["GYee/CV_interviews_Q-A"], "name": "GYee/CV_interviews_Q-A", "platform": ["cross-platform"], "pushed_at": "2021-11-02T01:25:43+00:00", "repo": "GYee/CV_interviews_Q-A", "stars": 1802, "tags": ["interview-preparation", "computer-vision", "machine-learning", "image-processing", "cpp", "question-bank", "chinese-language"], "topics": [], "urls": [], "use_cases": ["prepare for computer vision algorithm engineer interviews", "review deep learning fundamentals like BN layers and backpropagation", "study common CV interview questions with detailed answers", "brush up on image processing and C++ basics before job interviews", "find a structured question bank for ML/CV job hunting"], "what_it_is": "A curated Chinese-language collection of computer vision algorithm engineer interview questions and answers, organized into computer vision, machine learning, image processing, and C++ fundamentals. It provides detailed explanations of core concepts like convolution, batch normalization, NMS, backpropagation, and optimization.", "when_to_avoid": ["you need up-to-date content on modern architectures like transformers or diffusion models, as the repo was last updated in 2021", "you need English-language study material", "you want hands-on code projects rather than conceptual Q&A notes"], "when_to_choose": ["you are preparing for a CV/ML algorithm role interview and want curated Q&A in Chinese", "you want concise explanations of classic deep learning and image processing interview topics", "you prefer markdown or PDF study notes over video courses"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/cv_interviews_q-a", "repo": "GYee/CV_interviews_Q-A", "role": "main", "score": 32}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:38.153768+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:21:53.623560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40c11170aca60df9c24772b11a72c12a9fb3d46485132b5f27dc62b81f01cc55", "fetched_at": "2026-08-28T04:05:38.153768+00:00", "kind": "readme", "missing": false, "url": "https://github.com/GYee/CV_interviews_Q-A"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:38.153768+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:21:53.623560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40c11170aca60df9c24772b11a72c12a9fb3d46485132b5f27dc62b81f01cc55", "fetched_at": "2026-08-28T04:05:38.153768+00:00", "kind": "readme", "missing": false, "url": "https://github.com/GYee/CV_interviews_Q-A"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:21:53.623560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40c11170aca60df9c24772b11a72c12a9fb3d46485132b5f27dc62b81f01cc55", "fetched_at": "2026-08-28T04:05:38.153768+00:00", "kind": "readme", "missing": false, "url": "https://github.com/GYee/CV_interviews_Q-A"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:38.153768+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:38.153768+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:38.153768+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:21:53.623560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40c11170aca60df9c24772b11a72c12a9fb3d46485132b5f27dc62b81f01cc55", "fetched_at": "2026-08-28T04:05:38.153768+00:00", "kind": "readme", "missing": false, "url": "https://github.com/GYee/CV_interviews_Q-A"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:38.153768+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:38.153768+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:21:53.623560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40c11170aca60df9c24772b11a72c12a9fb3d46485132b5f27dc62b81f01cc55", "fetched_at": "2026-08-28T04:05:38.153768+00:00", "kind": "readme", "missing": false, "url": "https://github.com/GYee/CV_interviews_Q-A"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:38.153768+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:38.153768+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:38.153768+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:21:53.623560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40c11170aca60df9c24772b11a72c12a9fb3d46485132b5f27dc62b81f01cc55", "fetched_at": "2026-08-28T04:05:38.153768+00:00", "kind": "readme", "missing": false, "url": "https://github.com/GYee/CV_interviews_Q-A"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:38.153768+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:38.153768+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:21:53.623560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40c11170aca60df9c24772b11a72c12a9fb3d46485132b5f27dc62b81f01cc55", "fetched_at": "2026-08-28T04:05:38.153768+00:00", "kind": "readme", "missing": false, "url": "https://github.com/GYee/CV_interviews_Q-A"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:21:53.623560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40c11170aca60df9c24772b11a72c12a9fb3d46485132b5f27dc62b81f01cc55", "fetched_at": "2026-08-28T04:05:38.153768+00:00", "kind": "readme", "missing": false, "url": "https://github.com/GYee/CV_interviews_Q-A"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:21:53.623560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40c11170aca60df9c24772b11a72c12a9fb3d46485132b5f27dc62b81f01cc55", "fetched_at": "2026-08-28T04:05:38.153768+00:00", "kind": "readme", "missing": false, "url": "https://github.com/GYee/CV_interviews_Q-A"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:21:53.623560+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "40c11170aca60df9c24772b11a72c12a9fb3d46485132b5f27dc62b81f01cc55", "fetched_at": "2026-08-28T04:05:38.153768+00:00", "kind": "readme", "missing": false, "url": "https://github.com/GYee/CV_interviews_Q-A"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2299, "days_push": 1766, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 32, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}