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Vincentqyw / image-matching-webui

🤗 image matching toolbox webui
https://huggingface.co/spaces/Realcat/image-matching-webui
Apache License 2.0
792 stars 68 forks source link

Why does it take a long time to run a project on Docker? #65

Open 1ADZX opened 3 months ago

1ADZX commented 3 months ago

downloading: "http://cmp.felk.cvut.cz/~mishkdmy/models/loftr_outdoor.ckpt" to /root/.cache/torch/hub/checkpoints/loftr_outdoor.ckpt 100%|██████████████████████████████████████| 44.2M/44.2M [24:00<00:00, 32.2kB/s] [2024/08/23 12:22:44 hloc INFO] Loaded LoFTR with weights outdoor [2024/08/23 12:22:44 hloc INFO] Loading model using: 1446.551s [2024/08/23 12:22:49 hloc INFO] Matching images done using: 5.529s [2024/08/23 12:22:50 hloc INFO] ransac_method: CV2_USAC_MAGSAC, geometry_type: Fundamental [2024/08/23 12:22:50 hloc INFO] ransac_method: CV2_USAC_MAGSAC, geometry_type: Homography [2024/08/23 12:22:50 hloc INFO] RANSAC matches done using: 0.617s [2024/08/23 12:22:50 hloc INFO] Display matches done using: 0.360s [2024/08/23 12:22:50 hloc INFO] TOTAL time: 1453.248s [2024/08/23 12:22:50 hloc INFO] Dump results done!

My graphics card model is GeForce RTX 3080 12GB，The specific parameters for matching the two images are shown in the figure。 ![Uploading 2024-08-23 20-25-14屏幕截图.png…]()

1ADZX commented 3 months ago

The specific parameters for matching the two images are shown in the figure. ![Uploading 2024-08-23 20-25-14屏幕截图.png…]()

1ADZX commented 3 months ago

I think it takes too long to download the model.

1ADZX commented 3 months ago

Can you design a method to load the model locally when using Docker? It is too slow to download the model again every time.