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Update how_it_works_search.md

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qwertyforce 2022-09-02 14:29:24 +03:00
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@ -213,7 +213,7 @@ Cons:
- Takes into account only colors, does not take into account geometry - Takes into account only colors, does not take into account geometry
# local_features_web # local_features_web
[[Colab](https://colab.research.google.com/github/qwertyforce/image_search/blob/main/rgb_hist_new.ipynb)] [[Colab](https://colab.research.google.com/github/qwertyforce/image_search/blob/main/local_features.ipynb)]
P.S Colab version doesn't use keypoint detection method from the text, it's just finding top 200 keypoints (I am too lazy to adjust the code). P.S Colab version doesn't use keypoint detection method from the text, it's just finding top 200 keypoints (I am too lazy to adjust the code).
<img src="./images_md/colab_matches.png" width=70% height=70%> <img src="./images_md/colab_matches.png" width=70% height=70%>
@ -276,7 +276,7 @@ Cons:
- Can't find an image if it's downscaled too much (it can't find originals by thumbnails :( , I don't know if this issue can be solved without sacrificing search speed) - Can't find an image if it's downscaled too much (it can't find originals by thumbnails :( , I don't know if this issue can be solved without sacrificing search speed)
# global_features_web # global_features_web
[[Colab](https://colab.research.google.com/github/qwertyforce/image_search/blob/main/rgb_hist_new.ipynb)] [[Colab](https://colab.research.google.com/github/qwertyforce/image_search/blob/main/global_features.ipynb)]
<img src="./images_md/global_features.png" width=70% height=70%> <img src="./images_md/global_features.png" width=70% height=70%>
@ -343,7 +343,7 @@ Cons:
- Can't find crops - Can't find crops
- Model trained on imagenet-21k may not suit you - Model trained on imagenet-21k may not suit you
# image_text_features_web # image_text_features_web
[[Colab](https://colab.research.google.com/github/qwertyforce/image_search/blob/main/rgb_hist_new.ipynb)] [[Colab](https://colab.research.google.com/github/qwertyforce/image_search/blob/main/image_text_features.ipynb)]
<img src="./images_md/clip.png" width=70% height=70%> <img src="./images_md/clip.png" width=70% height=70%>
>Zero-shot CLIP is >Zero-shot CLIP is