{"id":707,"date":"2026-08-09T06:58:32","date_gmt":"2026-08-08T22:58:32","guid":{"rendered":"http:\/\/www.tantan.ink\/index.php\/2026\/08\/09\/%e7%bb%99%e6%97%a7%e6%91%84%e5%83%8f%e5%a4%b4%e8%a3%85%e4%b8%aa%e6%9c%ac%e5%9c%b0%e5%a4%a7%e8%84%91%ef%bc%9aclearcam-%e7%94%a8-tinygrad-%e8%b7%91-yolov9%ef%bc%8c%e4%be%9d%e8%b5%96%e5%8f%aa%e6%9c%89\/"},"modified":"2026-08-09T06:58:33","modified_gmt":"2026-08-08T22:58:33","slug":"%e7%bb%99%e6%97%a7%e6%91%84%e5%83%8f%e5%a4%b4%e8%a3%85%e4%b8%aa%e6%9c%ac%e5%9c%b0%e5%a4%a7%e8%84%91%ef%bc%9aclearcam-%e7%94%a8-tinygrad-%e8%b7%91-yolov9%ef%bc%8c%e4%be%9d%e8%b5%96%e5%8f%aa%e6%9c%89","status":"publish","type":"post","link":"https:\/\/www.tantan.ink\/index.php\/2026\/08\/09\/%e7%bb%99%e6%97%a7%e6%91%84%e5%83%8f%e5%a4%b4%e8%a3%85%e4%b8%aa%e6%9c%ac%e5%9c%b0%e5%a4%a7%e8%84%91%ef%bc%9aclearcam-%e7%94%a8-tinygrad-%e8%b7%91-yolov9%ef%bc%8c%e4%be%9d%e8%b5%96%e5%8f%aa%e6%9c%89\/","title":{"rendered":"\u7ed9\u65e7\u6444\u50cf\u5934\u88c5\u4e2a\u672c\u5730\u5927\u8111\uff1aclearcam \u7528 tinygrad \u8dd1 YOLOv9\uff0c\u4f9d\u8d56\u53ea\u6709\u4e09\u884c"},"content":{"rendered":"<p>\u5bb6\u91cc\u51e0\u4e2a\u6444\u50cf\u5934\u4e00\u76f4\u662f&#8221;\u80fd\u5f55\u4f46\u4e0d\u80fd\u67e5&#8221;\u7684\u72b6\u6001\u3002\u786c\u76d8\u8f6c\u4e2a\u4e0d\u505c\uff0c\u771f\u51fa\u4e8b\u4e86\u60f3\u627e\u4e00\u6bb5\u753b\u9762\uff0c\u53ea\u80fd\u9760\u65f6\u95f4\u8f74\u6162\u6162\u62d6\u3002\u79fb\u52a8\u4fa6\u6d4b\u5012\u662f\u6709\uff0c\u53ef\u6811\u53f6\u6643\u4e00\u4e0b\u3001\u5149\u7ebf\u53d8\u4e00\u4e0b\u5c31\u62a5\u8b66\uff0c\u62a5\u5f97\u591a\u4e86\u81ea\u7136\u5c31\u6ca1\u4eba\u770b\u4e86\u3002<\/p>\n<p>\u6240\u4ee5\u6211\u4e00\u76f4\u60f3\u7ed9\u8fd9\u5806\u753b\u9762\u52a0\u4e00\u5c42&#8221;\u7406\u89e3&#8221;\u2014\u2014\u4e0d\u662f\u8bb0\u5f55\u50cf\u7d20\uff0c\u800c\u662f\u77e5\u9053\u753b\u9762\u91cc\u51fa\u73b0\u4e86\u4ec0\u4e48\u3002\u524d\u4e24\u5929\u7ffb\u5230 clearcam \u8fd9\u4e2a\u9879\u76ee\uff0c\u601d\u8def\u633a\u5bf9\u6211\u80c3\u53e3\u7684\uff1a\u4e0d\u6362\u6444\u50cf\u5934\uff0c\u4e0d\u88c5\u5382\u5546 App\uff0c\u7ed9\u5df2\u6709\u7684 RTSP \u6d41\u5957\u4e00\u5c42\u672c\u5730\u63a8\u7406\uff0c\u8bc6\u522b\u4eba\u3001\u8f66\u3001\u52a8\u7269\uff0c\u53ea\u5728\u771f\u7684\u6709\u4e1c\u897f\u65f6\u624d\u63a8\u6d88\u606f\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"787\" src=\"http:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-detection.jpg\" alt=\"clearcam \u5728\u5b9e\u65f6\u753b\u9762\u4e0a\u6807\u6ce8\u68c0\u6d4b\u5230\u7684\u8f66\u8f86\u4e0e\u884c\u4eba\" class=\"wp-image-708\" srcset=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-detection.jpg 1400w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-detection-300x169.jpg 300w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-detection-1024x576.jpg 1024w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-detection-768x432.jpg 768w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><figcaption>clearcam \u5728\u5b9e\u65f6\u753b\u9762\u4e0a\u6807\u6ce8\u68c0\u6d4b\u5230\u7684\u8f66\u8f86\u4e0e\u884c\u4eba<\/figcaption><\/figure>\n<h2>\u5b83\u5230\u5e95\u505a\u4e86\u4ec0\u4e48<\/h2>\n<p>clearcam \u7684\u5b9a\u4f4d\u662f&#8221;\u7ed9\u4efb\u610f\u5b89\u9632\u6444\u50cf\u5934\u52a0\u4e0a\u7269\u4f53\u68c0\u6d4b\u3001\u8ffd\u8e2a\u3001\u624b\u673a\u901a\u77e5\u548c\u641c\u7d22&#8221;\u3002\u4f5c\u8005 roryclear\uff0cGPL-3.0 \u534f\u8bae\uff0cPython \u5199\u7684\uff0cGitHub \u4e0a 971 \u661f\uff0c\u6700\u8fd1\u4e00\u6b21\u63a8\u9001\u5728 2026 \u5e74 8 \u6708 2 \u65e5\uff0c\u8fd8\u5728\u6d3b\u8dc3\u8fed\u4ee3\u3002<\/p>\n<p>\u5b83\u81ea\u5df1\u5c31\u662f\u4e00\u4e2a NVR\uff08\u5f55\u50cf\u670d\u52a1\u7aef\uff09+ \u63a8\u7406\u5f15\u64ce\u7684\u7ec4\u5408\u4f53\u3002\u4f60\u628a RTSP \u5730\u5740\u5582\u7ed9\u5b83\uff0c\u5b83\u8d1f\u8d23\u62c9\u6d41\u3001\u9010\u5e27\u8dd1\u68c0\u6d4b\u6a21\u578b\u3001\u5207\u4e8b\u4ef6\u7247\u6bb5\u3001\u5b58\u4e0b\u6765\u3001\u5efa\u7d22\u5f15\u3002\u6d4f\u89c8\u5668\u6253\u5f00 8080 \u7aef\u53e3\u5c31\u662f\u5b8c\u6574\u7684\u7ba1\u7406\u754c\u9762\uff0c\u80fd\u770b\u5b9e\u65f6\u753b\u9762\u3001\u7ffb\u4e8b\u4ef6\u5217\u8868\u3001\u56de\u653e\u7247\u6bb5\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"581\" height=\"389\" src=\"http:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-server.png\" alt=\"clearcam \u670d\u52a1\u7aef Web \u7ba1\u7406\u754c\u9762\" class=\"wp-image-709\" srcset=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-server.png 581w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-server-300x201.png 300w\" sizes=\"auto, (max-width: 581px) 100vw, 581px\" \/><figcaption>clearcam \u670d\u52a1\u7aef Web \u7ba1\u7406\u754c\u9762<\/figcaption><\/figure>\n<p>\u771f\u6b63\u8ba9\u6211\u505c\u4e0b\u6765\u591a\u770b\u4e24\u773c\u7684\u662f\u5b83\u7684\u6280\u672f\u9009\u578b\u3002\u68c0\u6d4b\u6a21\u578b\u7528\u7684\u662f YOLOv9\uff0c\u4f46\u63a8\u7406\u6846\u67b6\u4e0d\u662f PyTorch\uff0c\u4e5f\u4e0d\u662f ONNX Runtime\uff0c\u800c\u662f <strong>tinygrad<\/strong>\u3002\u8fd9\u4e2a\u9009\u62e9\u5f88\u5173\u952e\u2014\u2014tinygrad \u4f53\u79ef\u6781\u5c0f\uff0c\u8de8\u540e\u7aef\u80fd\u529b\u5f3a\uff0cMetal\u3001CUDA\u3001ROCm \u90fd\u80fd\u8dd1\u3002\u7ffb\u4e86\u4e0b\u5b83\u7684 requirements.txt\uff0c\u6574\u4e2a\u9879\u76ee\u7684 Python \u4f9d\u8d56\u53ea\u6709\u4e09\u884c\uff1a<\/p>\n<pre><code>git+https:\/\/github.com\/tinygrad\/tinygrad.git@fe39cf1\nnumpy==2.0.0\nopencv-python-headless==4.10.0.84<\/code><\/pre>\n<p>\u5c31\u8fd9\u4e09\u4e2a\u3002\u6ca1\u6709 PyTorch \u90a3\u4e24\u4e09\u4e2a G \u7684\u8fd0\u884c\u65f6\uff0c\u6ca1\u6709\u4e00\u5806\u4f20\u9012\u4f9d\u8d56\u3002\u5bf9\u4e8e\u60f3\u628a\u5b83\u585e\u8fdb NAS \u6216\u8005\u5c0f\u4e3b\u673a\u7684\u4eba\u6765\u8bf4\uff0c\u8fd9\u4e2a\u4f53\u79ef\u5dee\u8ddd\u662f\u51b3\u5b9a\u6027\u7684\u3002<\/p>\n<h2>\u51e0\u4e2a\u6211\u89c9\u5f97\u6709\u610f\u601d\u7684\u529f\u80fd<\/h2>\n<p><strong>\u533a\u57df\u6846\u9009\u3002<\/strong>\u53ef\u4ee5\u5728\u753b\u9762\u4e0a\u753b\u591a\u8fb9\u5f62\uff0c\u53ea\u5728\u6307\u5b9a\u533a\u57df\u5185\u89e6\u53d1\u544a\u8b66\u3002\u95e8\u53e3\u90a3\u4e00\u5c0f\u5757\u8981\u62a5\uff0c\u9a6c\u8def\u5bf9\u9762\u6765\u6765\u5f80\u5f80\u7684\u8f66\u4e0d\u62a5\u3002\u8fd9\u662f\u5e72\u6389\u8bef\u62a5\u6700\u76f4\u63a5\u7684\u529e\u6cd5\uff0c\u6bd4\u8c03\u7075\u654f\u5ea6\u9608\u503c\u9760\u8c31\u5f97\u591a\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"643\" height=\"535\" src=\"http:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-zone.png\" alt=\"clearcam \u7684\u68c0\u6d4b\u533a\u57df\u6846\u9009\u8bbe\u7f6e\" class=\"wp-image-710\" srcset=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-zone.png 643w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-zone-300x250.png 300w\" sizes=\"auto, (max-width: 643px) 100vw, 643px\" \/><figcaption>clearcam \u7684\u68c0\u6d4b\u533a\u57df\u6846\u9009\u8bbe\u7f6e<\/figcaption><\/figure>\n<p><strong>CLIP \u8bed\u4e49\u641c\u7d22\u3002<\/strong>\u9879\u76ee\u96c6\u6210\u4e86 CLIP\uff0c\u4e5f\u5c31\u662f\u8bf4\u4e8b\u4ef6\u7247\u6bb5\u662f\u5e26\u8bed\u4e49\u5411\u91cf\u7684\u3002\u7406\u8bba\u4e0a\u4f60\u53ef\u4ee5\u7528\u81ea\u7136\u8bed\u8a00\u53bb\u641c\u5386\u53f2\u5f55\u50cf\uff0c\u800c\u4e0d\u662f\u9760&#8221;8 \u6708 3 \u53f7\u4e0b\u5348&#8221;\u8fd9\u79cd\u65f6\u95f4\u5750\u6807\u7ffb\u627e\u3002\u8fd9\u4e2a\u529f\u80fd\u5bf9\u6211\u6765\u8bf4\u662f\u6700\u6709\u5438\u5f15\u529b\u7684\u90e8\u5206\u2014\u2014\u5f55\u50cf\u7684\u4ef7\u503c\u4e0d\u5728\u5f55\uff0c\u5728\u80fd\u67e5\u5f97\u5230\u3002<\/p>\n<p><strong>Qwen3 VL \u751f\u6210\u901a\u77e5\u6458\u8981\u3002<\/strong>\u8fd9\u662f\u6bd4\u8f83\u65b0\u7684\u4e00\u4e2a\u53d8\u5316\u3002\u4f20\u7edf\u544a\u8b66\u63a8\u9001\u5c31\u4e00\u53e5&#8221;\u68c0\u6d4b\u5230\u4eba&#8221;\uff0c\u914d\u4e00\u5f20\u7f29\u7565\u56fe\u3002clearcam \u73b0\u5728\u53ef\u4ee5\u63a5\u4e00\u4e2a\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff0c\u8ba9\u5b83\u770b\u4e00\u773c\u753b\u9762\uff0c\u7528\u4e00\u53e5\u8bdd\u63cf\u8ff0\u53d1\u751f\u4e86\u4ec0\u4e48\u518d\u63a8\u7ed9\u4f60\u3002\u4ece README \u7684\u793a\u4f8b\u622a\u56fe\u770b\uff0c\u63a8\u9001\u5185\u5bb9\u786e\u5b9e\u662f\u5177\u4f53\u7684\u573a\u666f\u63cf\u8ff0\u800c\u4e0d\u662f\u5e72\u5df4\u5df4\u7684\u6807\u7b7e\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"446\" src=\"http:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-notify.jpg\" alt=\"Qwen3 VL \u751f\u6210\u7684\u544a\u8b66\u901a\u77e5\u6458\u8981\" class=\"wp-image-711\" srcset=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-notify.jpg 900w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-notify-300x149.jpg 300w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-notify-768x381.jpg 768w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\" \/><figcaption>Qwen3 VL \u751f\u6210\u7684\u544a\u8b66\u901a\u77e5\u6458\u8981<\/figcaption><\/figure>\n<p>\u8fd9\u4e2a\u65b9\u5411\u6211\u5f88\u8ba4\u540c\u3002\u5b89\u9632\u544a\u8b66\u7684\u6838\u5fc3\u75db\u70b9\u4ece\u6765\u4e0d\u662f&#8221;\u68c0\u6d4b\u4e0d\u5230&#8221;\uff0c\u800c\u662f&#8221;\u68c0\u6d4b\u5230\u592a\u591a\u3001\u65e0\u6cd5\u5224\u65ad\u54ea\u6761\u503c\u5f97\u770b&#8221;\u3002\u8ba9\u6a21\u578b\u5148\u505a\u4e00\u5c42\u8bed\u4e49\u538b\u7f29\uff0c\u7528\u6237\u53ea\u9700\u8981\u8bfb\u4e00\u884c\u5b57\u5c31\u80fd\u51b3\u5b9a\u8981\u4e0d\u8981\u70b9\u5f00\uff0c\u8fd9\u4e2a\u4f53\u9a8c\u5dee\u8ddd\u5f88\u5927\u3002commit \u8bb0\u5f55\u91cc\u80fd\u770b\u5230 Qwen \u5f00\u5173\u5728\u8bbe\u7f6e\u754c\u9762\u91cc\u505a\u4e86\u53cd\u590d\u8c03\u6574\uff0c\u8bf4\u660e\u662f\u4e2a\u6b63\u5728\u6253\u78e8\u7684\u529f\u80fd\uff0c\u4e0d\u662f\u8d34\u4e0a\u53bb\u7684\u5671\u5934\u3002<\/p>\n<p>\u53e6\u5916\u4ece\u63d0\u4ea4\u5386\u53f2\u770b\uff0c7 \u6708\u8fd8\u52a0\u4e86\u4eba\u8138\u8bc6\u522b\u5f00\u5173\uff08use_face\uff09\u3001YOLO \u8f93\u5165\u5206\u8fa8\u7387\u53ef\u8c03\uff0c\u5e76\u4e14\u628a\u539f\u672c\u7684 DETR \u6a21\u578b\u79fb\u9664\u4e86\u3002\u6574\u4f53\u5728\u5f80&#8221;\u914d\u7f6e\u9879\u6536\u655b\u5230\u8bbe\u7f6e\u754c\u9762\u3001CLI \u53c2\u6570\u51cf\u5c11&#8221;\u7684\u65b9\u5411\u8d70\u3002<\/p>\n<h2>\u600e\u4e48\u8dd1\u8d77\u6765<\/h2>\n<p>\u5b98\u65b9\u6587\u6863\u7ed9\u7684\u662f\u6e90\u7801\u65b9\u5f0f\uff0c\u6ca1\u6709\u73b0\u6210\u7684 Docker \u955c\u50cf\uff0c\u6b65\u9aa4\u672c\u8eab\u5f88\u77ed\uff1a<\/p>\n<pre><code>pip install -r requirements.txt\npython3 clearcam.py<\/code><\/pre>\n<p>\u7136\u540e\u6d4f\u89c8\u5668\u5f00 <code>localhost:8080<\/code>\u3002\u7cfb\u7edf\u8981\u6c42\u662f Mac \u6216 Linux\uff0c\u9700\u8981 ffmpeg \u548c Python 3.11 \u4ee5\u4e0a\u3002Windows \u76ee\u524d\u4e0d\u884c\uff0cREADME \u91cc\u6807\u6ce8\u4e86\u9700\u8981\u4fee ffmpeg \u76f8\u5173\u7684\u95ee\u9898\u3002<\/p>\n<p>\u6027\u80fd\u4e0a\u6709\u4e24\u4e2a\u73af\u5883\u53d8\u91cf\u503c\u5f97\u6ce8\u610f\u3002\u5982\u679c\u53d1\u73b0\u5b83\u5728\u7528 CPU \u800c\u4e0d\u662f GPU\uff0c\u53ef\u4ee5\u7528 <code>DEV=AMD<\/code> \u6216 <code>DEV=NV<\/code> \u663e\u5f0f\u6307\u5b9a\u540e\u7aef\u3002\u53e6\u5916 <code>BEAM=2<\/code> \u80fd\u5f00\u542f tinygrad \u7684 kernel \u641c\u7d22\u4f18\u5316\uff0c\u6027\u80fd\u4f1a\u66f4\u597d\uff0c\u4f46\u9996\u6b21\u8fd0\u884c\u8981\u7b49\u4e00\u6bb5\u65f6\u95f4\u2014\u2014tinygrad \u4f1a\u5728\u672c\u673a\u5b9e\u6d4b\u5404\u79cd kernel \u914d\u7f6e\u627e\u6700\u4f18\u89e3\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u4e0d\u5feb\uff0c\u597d\u5728\u7ed3\u679c\u6709\u7f13\u5b58\u3002<\/p>\n<p>\u624b\u8fb9\u6ca1\u6709 RTSP \u6444\u50cf\u5934\u4e5f\u80fd\u8bd5\u3002README \u91cc\u7ed9\u4e86\u4e00\u4e2a\u516c\u5f00\u7684\u96a7\u9053\u76d1\u63a7\u6d41\u5730\u5740\uff0c\u76f4\u63a5\u586b\u8fdb\u53bb\u5c31\u80fd\u770b\u6548\u679c\uff0c\u8fd9\u70b9\u6bd4\u90a3\u4e9b&#8221;\u5148\u4e70\u8bbe\u5907\u518d\u4f53\u9a8c&#8221;\u7684\u65b9\u6848\u53cb\u597d\u3002<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"554\" src=\"http:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-playback.png\" alt=\"clearcam \u6d4f\u89c8\u5668\u7aef\u4e8b\u4ef6\u56de\u653e\u754c\u9762\" class=\"wp-image-712\" srcset=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-playback.png 1200w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-playback-300x139.png 300w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-playback-1024x473.png 1024w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/clearcam-playback-768x355.png 768w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><figcaption>clearcam \u6d4f\u89c8\u5668\u7aef\u4e8b\u4ef6\u56de\u653e\u754c\u9762<\/figcaption><\/figure>\n<h2>\u9700\u8981\u60f3\u6e05\u695a\u7684\u5730\u65b9<\/h2>\n<p><strong>\u5b83\u6709\u5546\u4e1a\u7248\uff0c\u800c\u4e14\u6838\u5fc3\u7684\u8fdc\u7a0b\u80fd\u529b\u5728\u5546\u4e1a\u7248\u91cc\u3002<\/strong>\u672c\u5730\u90e8\u7f72\u662f\u5b8c\u5168\u514d\u8d39\u5f00\u6e90\u7684\uff0c\u4f46&#8221;\u8fdc\u7a0b\u770b\u5b9e\u65f6\u753b\u9762&#8221;&#8221;\u6536\u624b\u673a\u63a8\u9001&#8221;&#8221;\u8fdc\u7a0b\u770b\u4e8b\u4ef6\u7247\u6bb5&#8221;\u8fd9\u51e0\u9879\u5f52\u5728 Clearcam Premium \u4e0b\uff0c\u9700\u8981\u5728\u7f51\u9875\u6216 iOS App \u91cc\u8ba2\u9605\uff0c\u7528\u4e00\u4e2a userID \u5173\u8054\u672c\u5730\u670d\u52a1\u7aef\u3002\u5b98\u65b9\u8bf4\u8fd9\u4e9b\u6570\u636e\u662f\u7aef\u5230\u7aef\u52a0\u5bc6\u7684\u3002<\/p>\n<p>\u600e\u4e48\u770b\u8fd9\u4e2a\u8bbe\u8ba1\uff0c\u53d6\u51b3\u4e8e\u4f60\u7684\u9700\u6c42\u3002\u5982\u679c\u53ea\u60f3\u5728\u5bb6\u91cc\u5c40\u57df\u7f51\u5185\u7528\uff0c\u672c\u5730\u90a3\u4efd\u5b8c\u5168\u591f\uff0c\u529f\u80fd\u4e0d\u7f3a\u3002\u5982\u679c\u4f60\u5df2\u7ecf\u6709\u6210\u719f\u7684\u5185\u7f51\u7a7f\u900f\u65b9\u6848\uff0c\u8fdc\u7a0b\u770b\u753b\u9762\u8fd9\u4e8b\u81ea\u5df1\u4e5f\u80fd\u89e3\u51b3\uff0c\u90a3\u4ed8\u8d39\u7684\u5fc5\u8981\u6027\u5c31\u4e0d\u5927\u3002\u771f\u6b63\u9700\u8981\u638f\u94b1\u7684\u573a\u666f\u662f\u60f3\u8981\u5f00\u7bb1\u5373\u7528\u7684\u79fb\u52a8\u63a8\u9001\u2014\u2014\u6bd5\u7adf iOS \u7684\u63a8\u9001\u901a\u9053\u786e\u5b9e\u7ed5\u4e0d\u8fc7\u53bb\u3002\u8fd9\u91cc\u6211\u5efa\u8bae\u6309\u9700\u8bc4\u4f30\uff0c\u522b\u9ed8\u8ba4\u4e70\u5355\u3002<\/p>\n<p><strong>tinygrad \u4f9d\u8d56 pin \u5728\u4e86\u4e00\u4e2a\u5177\u4f53 commit \u4e0a\u3002<\/strong>\u8fd9\u662f\u53cc\u5203\u5251\uff1a\u597d\u5904\u662f\u590d\u73b0\u6027\u6709\u4fdd\u8bc1\uff0c\u574f\u5904\u662f\u4ece git \u76f4\u63a5\u88c5\u4f9d\u8d56\u6bd4\u8d70 PyPI \u6162\uff0c\u7f51\u7edc\u4e0d\u597d\u7684\u73af\u5883\u8981\u6709\u5fc3\u7406\u51c6\u5907\u3002<\/p>\n<p><strong>\u6ca1\u6709\u5b98\u65b9 Docker \u955c\u50cf\u3002<\/strong>\u5bf9\u4e60\u60ef compose \u4e00\u628a\u68ad\u7684\u4eba\u6765\u8bf4\uff0c\u5f97\u81ea\u5df1\u5199 Dockerfile\uff0c\u8fd8\u8981\u5904\u7406\u597d GPU \u900f\u4f20\u3002\u8fd9\u4e5f\u662f\u9879\u76ee\u8fd8\u6bd4\u8f83\u65e9\u671f\u7684\u4fe1\u53f7\u2014\u2014issue \u6570\u662f 0\uff0c\u4e3b\u8981\u9760\u4f5c\u8005\u4e00\u4e2a\u4eba\u5728\u63a8\u3002<\/p>\n<p><strong>\u7b97\u529b\u8fd8\u662f\u8981\u7ed9\u591f\u3002<\/strong>\u9010\u5e27\u8dd1 YOLOv9\uff0c\u8def\u6570\u4e0a\u53bb\u4e4b\u540e\u5f00\u9500\u662f\u5b9e\u6253\u5b9e\u7684\u3002\u4f4e\u529f\u8017\u8bbe\u5907\u4e0a\u8dd1\u591a\u8def\u662f\u8981\u964d\u5e27\u6216\u964d\u5206\u8fa8\u7387\u7684\uff0c\u522b\u6307\u671b\u767d\u5ad6\u3002tinygrad \u7701\u7684\u662f\u4f9d\u8d56\u4f53\u79ef\u548c\u90e8\u7f72\u590d\u6742\u5ea6\uff0c\u4e0d\u662f\u8ba1\u7b97\u91cf\u3002<\/p>\n<h2>\u548c Frigate \u6bd4\u5462<\/h2>\n<p>\u7ed5\u4e0d\u5f00\u8fd9\u4e2a\u95ee\u9898\u3002Frigate \u5728\u8fd9\u4e2a\u9886\u57df\u662f\u65e2\u6210\u4e8b\u5b9e\u7684\u6807\u51c6\uff0c\u751f\u6001\u6210\u719f\u3001\u6587\u6863\u9f50\u5168\u3001Home Assistant \u96c6\u6210\u5b8c\u5584\u3001Docker \u90e8\u7f72\u987a\u6ed1\uff0c\u8fd8\u652f\u6301 Coral TPU \u7b49\u5404\u79cd\u52a0\u901f\u786c\u4ef6\u3002\u529f\u80fd\u5e7f\u5ea6\u4e0a clearcam \u76ee\u524d\u660e\u663e\u4e0d\u5982\u3002<\/p>\n<p>\u4f46 clearcam \u6709\u4e24\u4e2a\u5dee\u5f02\u70b9\uff1a\u4e00\u662f\u4f9d\u8d56\u6781\u7b80\uff0c\u4e09\u4e2a Python \u5305\u641e\u5b9a\uff0c\u4e0d\u7528\u4e3a\u4e86\u8dd1\u4e2a\u68c0\u6d4b\u62d6\u8fdb\u6765\u51e0\u4e2a G \u7684\u8fd0\u884c\u65f6\uff1b\u4e8c\u662f CLIP \u8bed\u4e49\u641c\u7d22\u548c\u89c6\u89c9\u6a21\u578b\u6458\u8981\u8d70\u5f97\u6bd4\u8f83\u9760\u524d\uff0c\u8fd9\u662f&#8221;\u8ba9\u5f55\u50cf\u53d8\u5f97\u53ef\u67e5\u3001\u53ef\u8bfb&#8221;\u7684\u8def\u5b50\uff0c\u800c\u4e0d\u53ea\u662f&#8221;\u591a\u5f55\u51e0\u8def\u3001\u5f55\u5f97\u66f4\u6e05\u695a&#8221;\u3002<\/p>\n<p>\u6240\u4ee5\u7ed3\u8bba\u5176\u5b9e\u5f88\u6e05\u695a\uff1a\u8981\u7a33\u3001\u8981\u751f\u6001\u3001\u8981\u63a5\u5165\u5bb6\u5ead\u81ea\u52a8\u5316\uff0c\u9009 Frigate \u4e0d\u4f1a\u9519\u3002\u60f3\u770b\u770b\u5b89\u9632\u5f55\u50cf\u548c\u591a\u6a21\u6001\u6a21\u578b\u7ed3\u5408\u80fd\u5230\u4ec0\u4e48\u7a0b\u5ea6\uff0c\u6216\u8005\u5355\u7eaf\u8ba8\u538c\u81c3\u80bf\u4f9d\u8d56\uff0cclearcam \u503c\u5f97\u5360\u4e00\u5757\u76d8\u53bb\u8bd5\u3002<\/p>\n<h2>\u5199\u5728\u6700\u540e<\/h2>\n<p>\u6211\u5bf9\u8fd9\u4e2a\u9879\u76ee\u611f\u5174\u8da3\uff0c\u4e3b\u8981\u4e0d\u662f\u56e0\u4e3a\u5b83\u7684\u68c0\u6d4b\u6709\u591a\u51c6\u2014\u2014YOLO \u7cfb\u5217\u8dd1\u5230\u4eca\u5929\uff0c\u68c0\u6d4b\u672c\u8eab\u65e9\u5c31\u4e0d\u662f\u96be\u70b9\u4e86\u3002\u771f\u6b63\u6709\u610f\u601d\u7684\u662f\u5b83\u5728\u5c1d\u8bd5\u6539\u53d8\u5f55\u50cf\u7684\u4f7f\u7528\u65b9\u5f0f\uff1a\u4ece&#8221;\u5b58\u4e00\u5806\u770b\u4e0d\u5b8c\u7684\u89c6\u9891&#8221;\uff0c\u53d8\u6210&#8221;\u4e00\u4e2a\u80fd\u7528\u8bed\u8a00\u67e5\u8be2\u3001\u80fd\u8bfb\u6458\u8981\u7684\u4e8b\u4ef6\u5e93&#8221;\u3002<\/p>\n<p>\u8fd9\u4e2a\u65b9\u5411\u65e9\u665a\u4f1a\u6210\u4e3a\u6807\u914d\u3002\u73b0\u5728\u7684\u95ee\u9898\u53ea\u662f\u672c\u5730\u7b97\u529b\u591f\u4e0d\u591f\u3001\u6a21\u578b\u591f\u4e0d\u591f\u5c0f\u3002\u81f3\u5c11\u4ece clearcam \u7684\u4f9d\u8d56\u6e05\u5355\u6765\u770b\uff0c\u6210\u672c\u6b63\u5728\u5feb\u901f\u4e0b\u964d\u3002<\/p>\n<p>\u9879\u76ee\u5730\u5740\uff1a<a href=\"https:\/\/github.com\/roryclear\/clearcam\" target=\"_blank\" rel=\"noopener\">github.com\/roryclear\/clearcam<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5bb6\u91cc\u51e0\u4e2a\u6444\u50cf\u5934\u4e00\u76f4\u662f&#8221;\u80fd\u5f55\u4f46\u4e0d\u80fd\u67e5&#8221;\u7684\u72b6\u6001\u3002\u786c\u76d8\u8f6c\u4e2a\u4e0d\u505c\uff0c\u771f\u51fa\u4e8b\u4e86\u60f3\u627e\u4e00\u6bb5\u753b\u9762\uff0c\u53ea\u80fd\u9760 &#8230; <a title=\"\u7ed9\u65e7\u6444\u50cf\u5934\u88c5\u4e2a\u672c\u5730\u5927\u8111\uff1aclearcam \u7528 tinygrad \u8dd1 YOLOv9\uff0c\u4f9d\u8d56\u53ea\u6709\u4e09\u884c\" class=\"read-more\" href=\"https:\/\/www.tantan.ink\/index.php\/2026\/08\/09\/%e7%bb%99%e6%97%a7%e6%91%84%e5%83%8f%e5%a4%b4%e8%a3%85%e4%b8%aa%e6%9c%ac%e5%9c%b0%e5%a4%a7%e8%84%91%ef%bc%9aclearcam-%e7%94%a8-tinygrad-%e8%b7%91-yolov9%ef%bc%8c%e4%be%9d%e8%b5%96%e5%8f%aa%e6%9c%89\/\" aria-label=\"\u9605\u8bfb \u7ed9\u65e7\u6444\u50cf\u5934\u88c5\u4e2a\u672c\u5730\u5927\u8111\uff1aclearcam \u7528 tinygrad \u8dd1 YOLOv9\uff0c\u4f9d\u8d56\u53ea\u6709\u4e09\u884c\">\u9605\u8bfb\u66f4\u591a<\/a><\/p>\n","protected":false},"author":2,"featured_media":708,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2,10],"tags":[],"class_list":["post-707","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-software"],"_links":{"self":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/707","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/comments?post=707"}],"version-history":[{"count":1,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/707\/revisions"}],"predecessor-version":[{"id":713,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/707\/revisions\/713"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/media\/708"}],"wp:attachment":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/media?parent=707"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/categories?post=707"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/tags?post=707"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}