Merge pull request #292 from visual-layer/dnth/enrich-nb

Add Enrichment notebook - RAM + Grounding DINO + SAM

Author: dbickson

.gitignore

@@ -27,6 +27,12 @@ share/python-wheels/
 *.egg
 MANIFEST
 
+# Visual Studio Code files
+.vscode/
+
+# macOS .DS_Store files
+.DS_Store
+
 # PyInstaller
 #  Usually these files are written by a python script from a template
 #  before PyInstaller builds the exe, so as to inject date/other infos into it.

README.md

@@ -597,7 +597,43 @@ This notebooks in this section shows how you can load data from various sources
 > **Note**: We're happy to announce new features are out from beta testing and now available to the public, completely free of charge! We invite you to try them out and provide us with your valuable [feedback](https://visualdatabase.slack.com/join/shared_invite/zt-19jaydbjn-lNDEDkgvSI1QwbTXSY6dlA#/shared-invite/email)!
 
 <table>
-<tr>
+   <tr>
+      <td rowspan="4" width="160">
+         <a href="https://visual-layer.readme.io/docs/enrichment-zero-shot">
+         <img src="./gallery/enrichment_thumbnail.jpg" width="200">
+         </a>
+      </td>
+      <td rowspan="4">
+         <b> 🎯 Zero-shot Data Enrichment:</b> Enrich your visual data with labels, captions, bounding boxes, and masks by running then over zero-shot models such as <a href="https://github.com/xinyu1205/recognize-anything">Recognize Anything Model</a>, <a href="https://github.com/IDEA-Research/GroundingDINO">Grounding DINO</a>, <a href="https://github.com/facebookresearch/segment-anything">Segment Anything Model</a> and more.
+      </td>
+      <td align="center" width="80">
+         <a href="https://nbviewer.org/github/visual-layer/fastdup/blob/main/examples/enrichment-zero-shot.ipynb">
+         <img src="./gallery/nbviewer_logo.png" height="30">
+         </a>
+      </td>
+   </tr>
+   <tr>
+      <td align="center">
+         <a href="https://github.com/visual-layer/fastdup/blob/main/examples/enrichment-zero-shot.ipynb">
+         <img src="./gallery/github_logo.png" height="25">
+         </a>
+      </td>
+   </tr>
+   <tr>
+      <td align="center">
+         <a href="https://colab.research.google.com/github/visual-layer/fastdup/blob/main/examples/enrichment-zero-shot.ipynb">
+         <img src="./gallery/colab_logo.png" height="20">
+         </a>
+      </td>
+   </tr>
+   <tr>
+      <td align="center">
+         <a href="https://kaggle.com/kernels/welcome?src=https://github.com/visual-layer/fastdup/blob/main/examples/enrichment-zero-shot.ipynb">
+         <img src="./gallery/kaggle_logo.png" height="25">
+         </a>
+      </td>
+   </tr>
+   <tr>
       <td rowspan="4" width="160">
          <a href="https://visual-layer.readme.io/docs/embeddings-timm">
          <img src="./gallery/timm_embeddings_thumbnail.jpg" width="200">