{"id":29750,"date":"2025-04-02T02:26:51","date_gmt":"2025-04-01T18:26:51","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=29750"},"modified":"2025-04-02T02:26:51","modified_gmt":"2025-04-01T18:26:51","slug":"seganymo","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/seganymo\/","title":{"rendered":"SegAnyMo\uff1a\u4ece\u89c6\u9891\u4e2d\u81ea\u52a8\u5206\u5272\u4efb\u610f\u8fd0\u52a8\u7269\u4f53\u7684\u5f00\u6e90\u5de5\u5177"},"content":{"rendered":"<p>SegAnyMo \u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u7531\u52a0\u5dde\u5927\u5b66\u4f2f\u514b\u5229\u5206\u6821\u548c\u5317\u4eac\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u5f00\u53d1\uff0c\u5305\u62ec Nan Huang \u7b49\u6210\u5458\u3002\u8fd9\u4e2a\u5de5\u5177\u4e13\u6ce8\u4e8e\u89c6\u9891\u5904\u7406\uff0c\u80fd\u81ea\u52a8\u8bc6\u522b\u548c\u5206\u5272\u89c6\u9891\u4e2d\u4efb\u610f\u8fd0\u52a8\u7684\u7269\u4f53\uff0c\u6bd4\u5982\u4eba\u3001\u52a8\u7269\u6216\u8f66\u8f86\u3002\u5b83\u7ed3\u5408\u4e86 TAPNet\u3001DINOv2 \u548c SAM2 \u7b49\u6280\u672f\uff0c\u8ba1\u5212\u5728 CVPR 2025 \u4f1a\u8bae\u4e0a\u5c55\u793a\u6210\u679c\u3002\u9879\u76ee\u4ee3\u7801\u5b8c\u5168\u516c\u5f00\uff0c\u7528\u6237\u53ef\u4ee5\u514d\u8d39\u4e0b\u8f7d\u3001\u4f7f\u7528\u6216\u4fee\u6539\uff0c\u9002\u5408\u5f00\u53d1\u8005\u3001\u7814\u7a76\u4eba\u5458\u548c\u89c6\u9891\u5904\u7406\u7231\u597d\u8005\u3002SegAnyMo \u7684\u76ee\u6807\u662f\u7b80\u5316\u52a8\u6001\u89c6\u9891\u5206\u6790\uff0c\u63d0\u4f9b\u9ad8\u6548\u7684\u5206\u5272\u65b9\u6848\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-29752\" title=\"SegAnyMo\uff1a\u4ece\u89c6\u9891\u4e2d\u81ea\u52a8\u5206\u5272\u4efb\u610f\u8fd0\u52a8\u7269\u4f53\u7684\u5f00\u6e90\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/a477313b1ea0478.png\" alt=\"SegAnyMo\uff1a\u4ece\u89c6\u9891\u4e2d\u81ea\u52a8\u5206\u5272\u4efb\u610f\u8fd0\u52a8\u7269\u4f53\u7684\u5f00\u6e90\u5de5\u5177-1\" width=\"952\" height=\"411\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/a477313b1ea0478.png 952w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/a477313b1ea0478-768x332.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/a477313b1ea0478-18x8.png 18w\" sizes=\"auto, (max-width: 952px) 100vw, 952px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u81ea\u52a8\u68c0\u6d4b\u89c6\u9891\u4e2d\u7684\u8fd0\u52a8\u7269\u4f53\uff0c\u751f\u6210\u7cbe\u786e\u7684\u5206\u5272\u63a9\u7801\u3002<\/li>\n<li>\u652f\u6301\u89c6\u9891\u683c\u5f0f\uff08\u5982 MP4\u3001AVI\uff09\u6216\u56fe\u50cf\u5e8f\u5217\u8f93\u5165\u3002<\/li>\n<li>\u63d0\u4f9b\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u652f\u6301\u5feb\u901f\u90e8\u7f72\u548c\u6d4b\u8bd5\u3002<\/li>\n<li>\u96c6\u6210 TAPNet \u751f\u6210 2D \u8ffd\u8e2a\u8f68\u8ff9\uff0c\u6355\u6349\u8fd0\u52a8\u4fe1\u606f\u3002<\/li>\n<li>\u4f7f\u7528 DINOv2 \u63d0\u53d6\u8bed\u4e49\u7279\u5f81\uff0c\u63d0\u5347\u5206\u5272\u51c6\u786e\u6027\u3002<\/li>\n<li>\u5229\u7528 SAM2 \u7ec6\u5316\u63a9\u7801\uff0c\u5b9e\u73b0\u50cf\u7d20\u7ea7\u5206\u5272\u3002<\/li>\n<li>\u652f\u6301\u81ea\u5b9a\u4e49\u6570\u636e\u96c6\u8bad\u7ec3\uff0c\u9002\u5e94\u4e0d\u540c\u573a\u666f\u3002<\/li>\n<li>\u8f93\u51fa\u53ef\u89c6\u5316\u7ed3\u679c\uff0c\u4fbf\u4e8e\u68c0\u67e5\u548c\u8c03\u6574\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>SegAnyMo \u9700\u8981\u4e00\u5b9a\u7684\u6280\u672f\u57fa\u7840\uff0c\u4e3b\u8981\u9762\u5411\u6709\u7f16\u7a0b\u7ecf\u9a8c\u7684\u7528\u6237\u3002\u4e0b\u9762\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u4f7f\u7528\u6307\u5357\u3002<\/p>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u51c6\u5907\u786c\u4ef6\u548c\u8f6f\u4ef6<\/strong><br \/>\n\u9879\u76ee\u5728 Ubuntu 22.04 \u4e0a\u5f00\u53d1\uff0c\u63a8\u8350\u4f7f\u7528 NVIDIA RTX A6000 \u6216\u7c7b\u4f3c\u652f\u6301 CUDA \u7684\u663e\u5361\u3002\u9700\u8981\u9884\u88c5 Git \u548c Anaconda\u3002<\/p>\n<ul>\n<li>\u514b\u9686\u4ee3\u7801\u4ed3\u5e93\uff1a\n<pre><code>git clone --recurse-submodules https:\/\/github.com\/nnanhuang\/SegAnyMo\r\n<\/code><\/pre>\n<\/li>\n<li>\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\uff1a\n<pre><code>cd SegAnyMo\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u521b\u5efa\u865a\u62df\u73af\u5883<\/strong><br \/>\n\u7528 Anaconda \u521b\u5efa\u72ec\u7acb\u7684 Python \u73af\u5883\uff0c\u907f\u514d\u4f9d\u8d56\u51b2\u7a81\u3002<\/p>\n<ul>\n<li>\u521b\u5efa\u73af\u5883\uff1a\n<pre><code>conda create -n seg python=3.12.4\r\n<\/code><\/pre>\n<\/li>\n<li>\u6fc0\u6d3b\u73af\u5883\uff1a\n<pre><code>conda activate seg\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b89\u88c5\u6838\u5fc3\u4f9d\u8d56<\/strong><br \/>\n\u5b89\u88c5 PyTorch \u548c\u5176\u4ed6\u5fc5\u8981\u5e93\u3002<\/p>\n<ul>\n<li>\u5b89\u88c5 PyTorch\uff08\u652f\u6301 CUDA 12.1\uff09\uff1a\n<pre><code>conda install pytorch==2.4.0 torchvision==0.19.0 torchaudio==2.4.0 pytorch-cuda=12.1 -c pytorch -c nvidia\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5\u5176\u4ed6\u4f9d\u8d56\uff1a\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5 xformers\uff08\u52a0\u901f\u63a8\u7406\uff09\uff1a\n<pre><code>pip install -U xformers --index-url https:\/\/download.pytorch.org\/whl\/cu121\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b89\u88c5 DINOv2<\/strong><br \/>\nDINOv2 \u7528\u4e8e\u7279\u5f81\u63d0\u53d6\u3002<\/p>\n<ul>\n<li>\u8fdb\u5165\u9884\u5904\u7406\u76ee\u5f55\u5e76\u514b\u9686\uff1a\n<pre><code>cd preproc &amp;&amp; git clone https:\/\/github.com\/facebookresearch\/dinov2\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b89\u88c5 SAM2<\/strong><br \/>\nSAM2 \u662f\u63a9\u7801\u7ec6\u5316\u6838\u5fc3\u3002<\/p>\n<ul>\n<li>\u8fdb\u5165 SAM2 \u76ee\u5f55\uff1a\n<pre><code>cd sam2\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5\uff1a\n<pre><code>pip install -e .\r\n<\/code><\/pre>\n<\/li>\n<li>\u4e0b\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b\uff1a\n<pre><code>cd checkpoints &amp;&amp; .\/download_ckpts.sh &amp;&amp; cd ..\/..\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b89\u88c5 TAPNet<\/strong><br \/>\nTAPNet \u7528\u4e8e\u751f\u6210 2D \u8ffd\u8e2a\u8f68\u8ff9\u3002<\/p>\n<ul>\n<li>\u8fdb\u5165 TAPNet \u76ee\u5f55\uff1a\n<pre><code>cd preproc\/tapnet\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5\uff1a\n<pre><code>pip install .\r\n<\/code><\/pre>\n<\/li>\n<li>\u4e0b\u8f7d\u6a21\u578b\uff1a\n<pre><code>cd ..\/checkpoints &amp;&amp; wget https:\/\/storage.googleapis.com\/dm-tapnet\/bootstap\/bootstapir_checkpoint_v2.pt\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u9a8c\u8bc1\u5b89\u88c5<\/strong><br \/>\n\u68c0\u67e5\u73af\u5883\u662f\u5426\u6b63\u5e38\uff1a<\/li>\n<\/ol>\n<pre><code>python -c \"import torch; print(torch.cuda.is_available())\"\r\n<\/code><\/pre>\n<p>\u8f93\u51fa\u00a0<code>True<\/code>\u00a0\u8868\u793a\u6210\u529f\u3002<\/p>\n<h3>\u4f7f\u7528\u65b9\u6cd5<\/h3>\n<h4>\u6570\u636e\u51c6\u5907<\/h4>\n<p>SegAnyMo \u652f\u6301\u89c6\u9891\u6216\u56fe\u50cf\u5e8f\u5217\u8f93\u5165\u3002\u6570\u636e\u9700\u6309\u4ee5\u4e0b\u7ed3\u6784\u7ec4\u7ec7\uff1a<\/p>\n<pre><code>data\r\n\u251c\u2500\u2500 images\r\n\u2502   \u251c\u2500\u2500 scene_name\r\n\u2502   \u2502   \u251c\u2500\u2500 image_name\r\n\u2502   \u2502   \u251c\u2500\u2500 ...\r\n\u251c\u2500\u2500 bootstapir\r\n\u2502   \u251c\u2500\u2500 scene_name\r\n\u2502   \u2502   \u251c\u2500\u2500 image_name\r\n\u2502   \u2502   \u251c\u2500\u2500 ...\r\n\u251c\u2500\u2500 dinos\r\n\u2502   \u251c\u2500\u2500 scene_name\r\n\u2502   \u2502   \u251c\u2500\u2500 image_name\r\n\u2502   \u2502   \u251c\u2500\u2500 ...\r\n\u251c\u2500\u2500 depth_anything_v2\r\n\u2502   \u251c\u2500\u2500 scene_name\r\n\u2502   \u2502   \u251c\u2500\u2500 image_name\r\n\u2502   \u2502   \u251c\u2500\u2500 ...\r\n<\/code><\/pre>\n<ul>\n<li>\u5982\u679c\u8f93\u5165\u662f\u89c6\u9891\uff0c\u7528\u5de5\u5177\uff08\u5982 FFmpeg\uff09\u63d0\u53d6\u5e27\u5230\u00a0<code>images<\/code>\u00a0\u6587\u4ef6\u5939\u3002<\/li>\n<li>\u5982\u679c\u662f\u56fe\u50cf\u5e8f\u5217\uff0c\u76f4\u63a5\u653e\u5165\u5bf9\u5e94\u76ee\u5f55\u3002<\/li>\n<\/ul>\n<h4>\u8fd0\u884c\u9884\u5904\u7406<\/h4>\n<ol>\n<li><strong>\u751f\u6210\u6df1\u5ea6\u56fe\u3001\u7279\u5f81\u548c\u8f68\u8ff9<\/strong><br \/>\n\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5904\u7406\u6570\u636e\uff08\u7ea6 10 \u5206\u949f\uff0c\u89c6\u6570\u636e\u91cf\u800c\u5b9a\uff09\uff1a<\/p>\n<ul>\n<li>\u5bf9\u4e8e\u56fe\u50cf\u5e8f\u5217\uff1a\n<pre><code>python core\/utils\/run_inference.py --data_dir $DATA_DIR --gpus 0 --depths --tracks --dinos --e\r\n<\/code><\/pre>\n<\/li>\n<li>\u5bf9\u4e8e\u89c6\u9891\uff1a\n<pre><code>python core\/utils\/run_inference.py --video_path $VIDEO_PATH --gpus 0 --depths --tracks --dinos --e\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<p>\u53c2\u6570\u8bf4\u660e\uff1a<\/p>\n<ul>\n<li><code>--e<\/code>\u00a0\u542f\u7528\u9ad8\u6548\u6a21\u5f0f\uff0c\u964d\u4f4e\u5e27\u7387\u548c\u5206\u8fa8\u7387\uff0c\u52a0\u901f\u5904\u7406\u3002<\/li>\n<li><code>--step 10<\/code>\u00a0\u8868\u793a\u6bcf 10 \u5e27\u53d6 1 \u5e27\u4f5c\u4e3a\u67e5\u8be2\u5e27\uff0c\u53ef\u8c03\u5c0f\u4ee5\u63d0\u9ad8\u7cbe\u5ea6\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4>\u9884\u6d4b\u8fd0\u52a8\u8f68\u8ff9<\/h4>\n<ol start=\"2\">\n<li><strong>\u4e0b\u8f7d\u6a21\u578b\u6743\u91cd<\/strong><br \/>\n\u4ece\u00a0<a href=\"https:\/\/huggingface.co\/Changearthmore\/moseg\">Hugging Face<\/a>\u00a0\u6216\u00a0<a href=\"https:\/\/drive.google.com\/file\/d\/15VWtEqsROKAxdZbzaXrrmCm4k1D8SJJR\/view?usp=drive_link\">Google Drive<\/a>\u00a0\u4e0b\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b\u3002\u5c06\u8def\u5f84\u5199\u5165\u00a0<code>configs\/example_train.yaml<\/code>\u00a0\u7684\u00a0<code>resume_path<\/code>\u00a0\u5b57\u6bb5\u3002<\/p>\n<ul>\n<li>\u8fd0\u884c\u8f68\u8ff9\u9884\u6d4b\uff1a\n<pre><code>python core\/utils\/run_inference.py --data_dir $DATA_DIR --motin_seg_dir $OUTPUT_DIR --config_file configs\/example_train.yaml --gpus 0 --motion_seg_infer --e\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<p>\u8f93\u51fa\u7ed3\u679c\u4fdd\u5b58\u5728\u00a0<code>$OUTPUT_DIR<\/code>\u3002<\/li>\n<\/ol>\n<h4>\u751f\u6210\u5206\u5272\u63a9\u7801<\/h4>\n<ol start=\"3\">\n<li><strong>\u4f7f\u7528 SAM2 \u7ec6\u5316\u63a9\u7801<\/strong>\n<ul>\n<li>\u8fd0\u884c\u63a9\u7801\u751f\u6210\uff1a\n<pre><code>python core\/utils\/run_inference.py --data_dir $DATA_DIR --sam2dir $RESULT_DIR --motin_seg_dir $OUTPUT_DIR --gpus 0 --sam2 --e\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<p>\u53c2\u6570\u8bf4\u660e\uff1a<\/p>\n<ul>\n<li><code>$DATA_DIR<\/code>\u00a0\u662f\u539f\u59cb\u56fe\u50cf\u8def\u5f84\u3002<\/li>\n<li><code>$RESULT_DIR<\/code>\u00a0\u662f\u63a9\u7801\u4fdd\u5b58\u8def\u5f84\u3002<\/li>\n<li><code>$OUTPUT_DIR<\/code>\u00a0\u662f\u8f68\u8ff9\u9884\u6d4b\u7ed3\u679c\u8def\u5f84\u3002<br \/>\n\u6ce8\u610f\uff1aSAM2 \u9ed8\u8ba4\u652f\u6301\u00a0<code>.jpg<\/code>\u00a0\u6216\u00a0<code>.jpeg<\/code>\u00a0\u683c\u5f0f\uff0c\u6587\u4ef6\u540d\u9700\u4e3a\u7eaf\u6570\u5b57\u3002\u82e5\u4e0d\u7b26\u5408\uff0c\u53ef\u4fee\u6539\u4ee3\u7801\u6216\u91cd\u547d\u540d\u6587\u4ef6\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4>\u8bc4\u4f30\u7ed3\u679c<\/h4>\n<ol start=\"4\">\n<li><strong>\u4e0b\u8f7d\u9884\u8ba1\u7b97\u7ed3\u679c<\/strong><br \/>\n\u53ef\u4ece\u00a0<a href=\"https:\/\/drive.google.com\/file\/d\/1zpQJJ5nWQr3ezQ1Dc_RVjzNTce72QXq6\/view?usp=drive_link\">Google Drive<\/a>\u00a0\u4e0b\u8f7d\u5b98\u65b9\u63a9\u7801\u8fdb\u884c\u5bf9\u6bd4\u3002<\/p>\n<ul>\n<li>\u8bc4\u4f30 DAVIS \u6570\u636e\u96c6\uff1a\n<pre><code>CUDA_VISIBLE_DEVICES=0 python core\/eval\/eval_mask.py --res_dir $RES_DIR --eval_dir $GT_DIR --eval_seq_list core\/utils\/moving_val_sequences.txt\r\n<\/code><\/pre>\n<\/li>\n<li>\u7ec6\u5316\u8bc4\u4f30\uff1a\n<pre><code>cd core\/eval\/davis2017-evaluation &amp;&amp; CUDA_VISIBLE_DEVICES=0 python evaluation_method.py --task unsupervised --results_path $MASK_PATH\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4>\u81ea\u5b9a\u4e49\u8bad\u7ec3<\/h4>\n<ol start=\"5\">\n<li><strong>\u6570\u636e\u9884\u5904\u7406<\/strong><br \/>\n\u4ee5 HOI4D \u6570\u636e\u96c6\u4e3a\u4f8b\uff1a<\/li>\n<\/ol>\n<pre><code>python core\/utils\/process_HOI.py\r\npython core\/utils\/run_inference.py --data_dir $DATA_DIR --gpus 0 --tracks --depths --dinos\r\n<\/code><\/pre>\n<p>\u81ea\u5b9a\u4e49\u6570\u636e\u96c6\u9700\u63d0\u4f9b RGB \u56fe\u50cf\u548c\u52a8\u6001\u63a9\u7801\u3002<\/p>\n<ul>\n<li>\u68c0\u67e5\u6570\u636e\u5b8c\u6574\u6027\uff1a\n<pre><code>python current-data-dir\/dynamic_stereo\/dynamic_replica_data\/check_process.py\r\n<\/code><\/pre>\n<\/li>\n<li>\u6e05\u7406\u6570\u636e\u8282\u7701\u7a7a\u95f4\uff1a\n<pre><code>python core\/utils\/run_inference.py --data_dir $DATA_DIR --gpus 0 --clean\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<ol start=\"6\">\n<li><strong>\u6a21\u578b\u8bad\u7ec3<\/strong><br \/>\n\u4fee\u6539\u00a0<code>configs\/$CONFIG.yaml<\/code>\u00a0\u914d\u7f6e\uff0c\u4f7f\u7528 Kubric\u3001HOI4D \u7b49\u6570\u636e\u96c6\u8bad\u7ec3\uff1a<\/li>\n<\/ol>\n<pre><code>CUDA_VISIBLE_DEVICES=0 python train_seq.py .\/configs\/$CONFIG.yaml\r\n<\/code><\/pre>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u89c6\u9891\u540e\u671f\u5236\u4f5c<\/strong><br \/>\n\u4ece\u89c6\u9891\u4e2d\u5206\u79bb\u8fd0\u52a8\u7269\u4f53\uff08\u5982\u5954\u8dd1\u7684\u4eba\uff09\uff0c\u751f\u6210\u63a9\u7801\u540e\u7528\u4e8e\u7279\u6548\u5408\u6210\u3002<\/li>\n<li><strong>\u884c\u4e3a\u5206\u6790\u7814\u7a76<\/strong><br \/>\n\u8ffd\u8e2a\u52a8\u7269\u6216\u4eba\u4f53\u8fd0\u52a8\u8f68\u8ff9\uff0c\u5206\u6790\u884c\u4e3a\u6a21\u5f0f\u3002<\/li>\n<li><strong>\u81ea\u52a8\u9a7e\u9a76\u5f00\u53d1<\/strong><br \/>\n\u5206\u5272\u884c\u8f66\u89c6\u9891\u4e2d\u7684\u79fb\u52a8\u7269\u4f53\uff08\u5982\u8f66\u8f86\u3001\u884c\u4eba\uff09\uff0c\u4f18\u5316\u611f\u77e5\u7cfb\u7edf\u3002<\/li>\n<li><strong>\u76d1\u63a7\u7cfb\u7edf\u4f18\u5316<\/strong><br \/>\n\u63d0\u53d6\u76d1\u63a7\u89c6\u9891\u4e2d\u7684\u5f02\u5e38\u8fd0\u52a8\uff0c\u63d0\u5347\u5b89\u9632\u6548\u7387\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>\u9700\u8981 GPU \u5417\uff1f<\/strong><br \/>\n\u662f\u7684\uff0c\u63a8\u8350 NVIDIA \u663e\u5361\u652f\u6301 CUDA\uff0c\u5426\u5219\u8fd0\u884c\u6548\u7387\u4f4e\u3002<\/li>\n<li><strong>\u652f\u6301\u5b9e\u65f6\u5904\u7406\u5417\uff1f<\/strong><br \/>\n\u5f53\u524d\u7248\u672c\u9002\u5408\u79bb\u7ebf\u5904\u7406\uff0c\u5b9e\u65f6\u5e94\u7528\u9700\u81ea\u884c\u4f18\u5316\u3002<\/li>\n<li><strong>\u8bad\u7ec3\u9700\u8981\u591a\u5927\u7a7a\u95f4\uff1f<\/strong><br \/>\n\u89c6\u6570\u636e\u96c6\u800c\u5b9a\uff0c\u5c0f\u6570\u636e\u96c6\u51e0 GB\uff0c\u5927\u6570\u636e\u96c6\u53ef\u80fd\u4e0a\u767e GB\u3002<\/li>\n<li><strong>\u5982\u4f55\u63d0\u9ad8\u5206\u5272\u7cbe\u5ea6\uff1f<\/strong><br \/>\n\u51cf\u5c0f\u00a0<code>--step<\/code>\u00a0\u503c\uff0c\u6216\u7528\u66f4\u591a\u6807\u6ce8\u6570\u636e\u8bad\u7ec3\u6a21\u578b\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>SegAnyMo \u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u7531\u52a0\u5dde\u5927\u5b66\u4f2f\u514b\u5229\u5206\u6821\u548c\u5317\u4eac\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u5f00\u53d1\uff0c\u5305\u62ec Nan Huang \u7b49\u6210\u5458\u3002\u8fd9\u4e2a\u5de5\u5177\u4e13\u6ce8\u4e8e\u89c6\u9891\u5904\u7406\uff0c\u80fd\u81ea\u52a8\u8bc6\u522b\u548c\u5206\u5272\u89c6\u9891\u4e2d\u4efb\u610f\u8fd0\u52a8\u7684\u7269\u4f53\uff0c\u6bd4\u5982\u4eba\u3001\u52a8\u7269\u6216\u8f66\u8f86\u3002\u5b83\u7ed3\u5408\u4e86 TAPNet\u3001DINOv2 \u548c S&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62186,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,219,378],"class_list":["post-29750","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-aikoutugaibeijing","tag-shijuemubiaojiance"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/29750","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=29750"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/29750\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/62186"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=29750"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=29750"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=29750"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}