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Update index.html
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ts-kim authored Jul 17, 2024
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Expand Up @@ -192,7 +192,7 @@ <h2 class="title is-3 has-text-left">KeyBot framework</h2>
<p class="subtitle has-text-left">
<br><b>Overview of (a) interactive keypoint estimation and (b) the KeyBot framework:</b> The interaction model generates initial keypoint predictions from an image, which the user then revises, leading to updated results. This approach requires user input for error correction. In contrast, KeyBot offers a cost-efficient feedback mechanism via automated, rapid, and iterative refinement, without needing user input. It independently identifies and corrects major errors, significantly reducing the need for user-based error detection, thus allowing users to concentrate on the final adjustments and verifications.
</p>
<img class="centered-image" src="static/images/KeyBot_flow.png" alt="MY ALT TEXT" width="70%"/>
<img class="centered-image" src="static/images/KeyBot_flow.png" alt="MY ALT TEXT" width="100%"/>
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</div>
</section>
Expand All @@ -206,7 +206,7 @@ <h2 class="title is-3 has-text-left">Training overview</h2>
<p class="subtitle has-text-left">
<br><b>Training overview of KeyBot:</b> KeyBot consists of two main components, the detector and the corrector. (a) Synthetic errors are introduced to the groundtruth keypoints, creating inaccurate keypoints and corresponding anomaly labels. (b) The detector is trained to discern whether each input keypoint is accurate or not. (c) The corrector is trained to refine these inaccurate keypoints accurately.
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<img class="centered-image" src="static/images/KeyBot_model.png" alt="MY ALT TEXT" width="70%"/>
<img class="centered-image" src="static/images/KeyBot_model.png" alt="MY ALT TEXT" width="100%"/>
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Expand All @@ -220,7 +220,7 @@ <h2 class="title is-3 has-text-left">Qualitative results</h2>
<p class="subtitle has-text-centered">
<br><b>Prediction results:</b> KeyBot effectively reduces three types of errors, even in challenging cases where error types are mixed.
</p>
<img class="centered-image" src="static/images/KeyBot_qualitative_results.png" alt="MY ALT TEXT" width="70%"/>
<img class="centered-image" src="static/images/KeyBot_qualitative_results.png" alt="MY ALT TEXT" width="100%"/>
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</section>
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