1. 下载clipreid
Syliz517/CLIP-ReID: Official implementation for "CLIP-ReID: Exploiting Vision-Language Model for Image Re-identification without Concrete Text Labels" (AAAI 2023)
2.数据集配置
由于想试的是人员ReID，下载了DukeMTMC-reId，修改configs/person/vit_clipreid.yml配置，我在D盘下面放了dukemtmcreid\DukeMTMC-reID，配置对应的是
DATASETS: NAMES: ('dukemtmc') ROOT_DIR: ('D:/')ReId常用数据集有：Market1501、DukeMTMC-reID、CUHK-03
3模型初始化训练
python train_clipreid.py --config_file configs/person/vit_clipreid.yml消费级显卡还是不太够用
4.任务微调优化
python train_clipreid.py --config_file configs/person/vit_clipreid.yml MODEL.STAGE 2
5.测试
python test_clipreid.py --config_file configs/person/vit_clipreid.yml TEST.WEIGHT 'ViT-B-16_60.pth'
Reference
[2211.13977] CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels
CLIP-ReID：利用视觉-语言模型在无具体文本标签的情况下进行图像再识别 | 论文 | HyperAI超神经