prakashknaikade commited on
Commit
6afc72e
·
1 Parent(s): 600a332

update KnowledgeBase

Browse files
app.py CHANGED
@@ -46,10 +46,10 @@ def respond(
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  context_texts = []
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  for doc in top_docs:
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  context_texts.append(doc.page_content)
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- context_str = "\n".join(context_texts)
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  # 2. Augment the original system message with retrieved context
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- augmented_system_message = system_message + "\n\n" + f"Relevant context:\n{context_str}"
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  # 3. Convert (history) into messages
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  messages = [{"role": "system", "content": augmented_system_message }]
@@ -86,13 +86,13 @@ demo = gr.ChatInterface(
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  respond,
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  additional_inputs=[
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  gr.Textbox(value="You are a friendly, knowledgeable assistant acting as Prakash Naikade."
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- "You have access to a rich set of documents and references collectively called context_str, which you should call and treat as your current knowledge base. "
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- "Always use the facts, details, and stories from context_str to ground your answers. "
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- "If a question goes beyond what context_str covers, politely explain that you don’t have enough information to answer. "
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  "Remain friendly, empathetic, and helpful, providing clear, concise, and context-driven responses. "
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- "Stay consistent with any personal or professional details found in context_str. "
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- "If context_str lacks any relevant detail, avoid making up new information—be honest about the gap. "
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- "Your goal is to accurately represent Prakash Naikade: his background, expertise, and experiences, using only the data from context_str to support your answers.", label="System message"),
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  gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
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  gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"),
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  gr.Slider(
 
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  context_texts = []
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  for doc in top_docs:
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  context_texts.append(doc.page_content)
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+ KnowledgeBase = "\n".join(context_texts)
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  # 2. Augment the original system message with retrieved context
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+ augmented_system_message = system_message + "\n\n" + f"Relevant context:\n{KnowledgeBase}"
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  # 3. Convert (history) into messages
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  messages = [{"role": "system", "content": augmented_system_message }]
 
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  respond,
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  additional_inputs=[
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  gr.Textbox(value="You are a friendly, knowledgeable assistant acting as Prakash Naikade."
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+ "You have access to a rich set of documents and references collectively called KnowledgeBase, which you should call and treat as your current knowledge base. "
90
+ "Always use the facts, details, and stories from KnowledgeBase to ground your answers. "
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+ "If a question goes beyond what KnowledgeBase covers, politely explain that you don’t have enough information to answer. "
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  "Remain friendly, empathetic, and helpful, providing clear, concise, and context-driven responses. "
93
+ "Stay consistent with any personal or professional details found in KnowledgeBase. "
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+ "If KnowledgeBase lacks any relevant detail, avoid making up new information—be honest about the gap. "
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+ "Your goal is to accurately represent Prakash Naikade: his background, expertise, and experiences, using only the data from KnowledgeBase to support your answers.", label="System message"),
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  gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
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  gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"),
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  gr.Slider(
docs/websites.urls CHANGED
@@ -1,3 +1,17 @@
1
  https://www.linkedin.com/in/prakashknaikade/
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  https://prakashknaikade.github.io/
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-
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  https://www.linkedin.com/in/prakashknaikade/
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  https://prakashknaikade.github.io/
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+ https://prakashknaikade.github.io/project/ludwig-palette/
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+ https://prakashknaikade.github.io/project/diffusion-models/
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+ https://prakashknaikade.github.io/publications/nvs_structural_color_object/
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+ https://prakashknaikade.github.io/project/mini-ray-tracer/
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+ https://prakashknaikade.github.io/project/
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+ https://prakashknaikade.github.io/publication_types/
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+ https://prakashknaikade.github.io/project/easy-flappy-bird/
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+ https://prakashknaikade.github.io/event/
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+ https://prakashknaikade.github.io/experience/
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+ https://prakashknaikade.github.io/project/llms/
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+ https://prakashknaikade.github.io/project/har/
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+ https://prakashknaikade.github.io/event/example/
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+ https://prakashknaikade.github.io/publications/dna_based_cryptography/
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+ https://prakashknaikade.github.io/project/chatbot/
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+ https://prakashknaikade.github.io/teaching/
faiss_index/index.faiss CHANGED
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- size 25988
 
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+ oid sha256:212d5ca1fa8bd7ddb4c5507c8e5270807cf76717f8f5a77c9df37525dcc8f7da
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+ size 56937
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- <span class=avatar-emoji>📽</span></div><div class="portrait-title dark:text-white"><div class="text-3xl font-bold mb-2 mt-6">Prakash Naikade</div><h3 class="font-semibold mb-1">Computer Vision and Machine Learning<br>Research Engineer</h3><div class=mb-2><a href=https://www.mpi-inf.mpg.de/home target=_blank rel=noopener><div>Max Planck Institute for Informatics</div></a></div><div class=mb-2><a href=https://saarland-informatics-campus.de/en/ target=_blank rel=noopener><div>Saarland University</div></a></div></div><ul class="network-icon dark:text-zinc-100"><li><a href=mailto:prakashknaikade@gmail.com aria-label=at-symbol data-toggle=tooltip data-placement=top title="E-mail Me"><svg style="height:1.5rem" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path fill="none" stroke="currentcolor" stroke-linecap="round" stroke-width="1.5" d="M16.5 12a4.5 4.5.0 11-9 0 4.5 4.5.0 019 0zm0 0c0 1.657 1.007 3 2.25 3S21 13.657 21 12a9 9 0 10-2.636 6.364M16.5 12V8.25"/></svg></a></li><li><a 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Computer Vision and Machine Learning Research Engineer. He is passionate about Machine Learning, especially Computer Vision & Generative AI. He has hands on experience from academia and industry. His research interests are in Computer Vision, Computer Graphics, LLMs, Human Computer Interaction, Deep/Machine Learning & Data Science, to solve real world problems with impactful AI aided solutions.<br>In his free time, he likes to run, bike, hike, watch movies, and listen to music.</p></div></div><a href=uploads/resume.pdf target=_blank class="inline-flex items-center px-4 py-2 text-sm font-medium text-gray-900 bg-white border border-gray-200 rounded-lg hover:bg-gray-100 hover:text-primary-700 focus:z-10 focus:ring-4 focus:outline-none focus:ring-gray-200 focus:text-primary-700 dark:bg-gray-800 dark:text-gray-400 dark:border-gray-600 dark:hover:text-white dark:hover:bg-gray-700 dark:focus:ring-gray-700"><svg class="w-3.5 h-3.5 me-2.5" aria-hidden="true" xmlns="http://www.w3.org/2000/svg" fill="currentcolor" viewBox="0 0 20 20"><path d="M14.707 7.793a1 1 0 00-1.414.0L11 10.086V1.5a1 1 0 00-2 0v8.586L6.707 7.793A1 1 0 105.293 9.207l4 4a1 1 0 001.416.0l4-4a1 1 0 00-.002-1.414z"/><path d="M18 12h-2.55l-2.975 2.975a3.5 3.5.0 01-4.95.0L4.55 12H2a2 2 0 00-2 2v4a2 2 0 002 2h16a2 2 0 002-2v-4a2 2 0 00-2-2zm-3 5a1 1 0 110-2 1 1 0 010 2z"/></svg> Download CV</a><div class="grid grid-cols-2 gap-4 justify-between mt-6 dark:text-gray-300"><div><div class="section-subheading mb-3">Interests</div><ul class="list-disc list-inside space-y-1 pl-5"><li>Computer Vision</li><li>Computer Graphics</li><li>LLMs</li><li>Deep/Machine Learning</li><li>AR/VR, HCI</li><li>Data Science, AI</li></ul></div><div><div class="section-subheading mb-3">Education</div><ul><li class="flex items-start gap-3"><svg style="" class="flex-shrink-0 w-5 h-5 me-2 mt-1" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path fill="none" stroke="currentcolor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M4.26 10.147a60.436 60.436.0 00-.491 6.347A48.627 48.627.0 0112 20.904a48.627 48.627.0 018.232-4.41 60.46 60.46.0 00-.491-6.347m-15.482.0a50.57 50.57.0 00-2.658-.813A59.905 59.905.0 0112 3.493a59.902 59.902.0 0110.399 5.84 51.39 51.39.0 00-2.658.814m-15.482.0A50.697 50.697.0 0112 13.489a50.702 50.702.0 017.74-3.342M6.75 15a.75.75.0 100-1.5.75.75.0 000 1.5m0 0v-3.675A55.378 55.378.0 0112 8.443m-7.007 11.55A5.981 5.981.0 006.75 15.75v-1.5"/></svg><div class=description><p class=course>Master Media Informatics</p><p class=text-sm>Saarland University</p></div></li><li class="flex items-start gap-3"><svg style="" class="flex-shrink-0 w-5 h-5 me-2 mt-1" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path fill="none" stroke="currentcolor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M4.26 10.147a60.436 60.436.0 00-.491 6.347A48.627 48.627.0 0112 20.904a48.627 48.627.0 018.232-4.41 60.46 60.46.0 00-.491-6.347m-15.482.0a50.57 50.57.0 00-2.658-.813A59.905 59.905.0 0112 3.493a59.902 59.902.0 0110.399 5.84 51.39 51.39.0 00-2.658.814m-15.482.0A50.697 50.697.0 0112 13.489a50.702 50.702.0 017.74-3.342M6.75 15a.75.75.0 100-1.5.75.75.0 000 1.5m0 0v-3.675A55.378 55.378.0 0112 8.443m-7.007 11.55A5.981 5.981.0 006.75 15.75v-1.5"/></svg><div class=description><p class=course>BEng Computer Engineering</p><p class=text-sm>Pune University</p></div></li></ul></div></div></div></div></section><section id=section-markdown class="relative hbb-section blox-markdown" style="padding:2rem 0"><div class=home-section-bg></div><div class="flex flex-col items-center max-w-prose mx-auto gap-3 justify-center"><div class="mb-6 text-3xl font-bold text-gray-900 dark:text-white">📚 My Research</div><div class="prose prose-slate lg:prose-xl dark:prose-invert max-w-prose"><p>I am junior researcher at August-Wilhelm Scheer Institute. I worked on my master thesis at Max Planck Institute for Informatics.</p><p>My research interests span in the broad areas of Neural Rendering, Radiance Field Methods, Novel View Synthesis, Motion Capture, 3D-Reconstruction, Scene Understanding, Scene Interaction, Digital Twins, AR/VR, GenAI, LLMs, and generally Computer Vision, Computer Graphics, HCI, Deep/Machine Learning & Data Science, to solve the real world problems with impactful AI aided solutions.</p><p>Please reach out to collaborate 😃</p></div></div></section><section id=papers class="relative hbb-section blox-collection" style="padding:2rem 0"><div class=home-section-bg></div><div class="flex flex-col items-center max-w-prose mx-auto gap-3 justify-center"><div class="mb-6 text-3xl font-bold text-gray-900 dark:text-white">📌 Featured Publications</div></div><div class="flex flex-col items-center"><div class="container px-8 mx-auto xl:px-5 py-5 lg:py-8 max-w-screen-lg"><div class="grid gap-10 md:grid-cols-2 lg:gap-10"><div class="group cursor-pointer"><div class="overflow-hidden rounded-md bg-gray-100 transition-all hover:scale-105 dark:bg-gray-800"><a class="relative block aspect-video" href=/publications/nvs_structural_color_object/><img alt="Novel View Synthesis of Structural Color Objects Created by Laser Markings" class="object-fill transition-all" data-nimg=fill decoding=async fetchpriority=high height=540 loading=lazy src=/publications/nvs_structural_color_object/pipeline_gsplat_hu96489e5fcef0c77704c1632d7669e979_114204_1fc6cd3f9e680b12ea1b5c744a1490c9.webp style=position:absolute;height:100%;width:100%;inset:0;color:transparent width=960></a></div><div><div><div class="flex gap-3"><a href=/tags/novel-view-synthesis/><span class="inline-block text-xs font-medium tracking-wider uppercase mt-5 text-primary-700 dark:text-primary-300">Novel View Synthesis</span></a></div><h2 class="text-lg font-semibold leading-snug tracking-tight mt-2 dark:text-white"><a href=/publications/nvs_structural_color_object/><span class="bg-gradient-to-r from-primary-200 to-primary-100 bg-[length:0px_10px] bg-left-bottom bg-no-repeat transition-[background-size] duration-500 hover:bg-[length:100%_3px] group-hover:bg-[length:100%_10px] dark:from-primary-800 dark:to-primary-900">Novel View Synthesis of Structural Color Objects Created by Laser Markings</span></a></h2><div class=grow><p class="mt-2 line-clamp-3 text-sm text-gray-500 dark:text-gray-400"><a href=/publications/nvs_structural_color_object/>This work marks the beginning of novel view synthesis for structural color objects and opens up potential avenues for various future research directions and endeavors. Moreover, this thesis will act as a foundational guide for novice researchers interested in exploring the novel view synthesis of specular and shiny objects with high view-dependent colors, commonly referred to as Structural Colors and Pearlescent Colors.</a></p></div><div class=flex-none><div class="mt-3 flex items-center space-x-3 text-gray-500 dark:text-gray-400 cursor-default"><time class="truncate text-sm" datetime=2024-08-08>Aug 8, 2024</time></div></div></div></div></div><div class="group cursor-pointer"><div class="overflow-hidden rounded-md bg-gray-100 transition-all hover:scale-105 dark:bg-gray-800"><a class="relative block aspect-video" href=/publications/dna_based_cryptography/><img alt="Secure Data Storage on Multi-Cloud Using DNA Based Cryptography" class="object-fill transition-all" data-nimg=fill decoding=async fetchpriority=high height=540 loading=lazy src=/publications/dna_based_cryptography/featured_hu039fe7ded9e1ba0553f85e9e483f7848_223565_18c0a9ddd37a9a74074a1a294b75c01d.webp style=position:absolute;height:100%;width:100%;inset:0;color:transparent width=960></a></div><div><div><div class="flex gap-3"><a href=/tags/dna-based-cryptography/><span class="inline-block text-xs font-medium tracking-wider uppercase mt-5 text-primary-700 dark:text-primary-300">DNA Based Cryptography</span></a></div><h2 class="text-lg font-semibold leading-snug tracking-tight mt-2 dark:text-white"><a href=/publications/dna_based_cryptography/><span class="bg-gradient-to-r from-primary-200 to-primary-100 bg-[length:0px_10px] bg-left-bottom bg-no-repeat transition-[background-size] duration-500 hover:bg-[length:100%_3px] group-hover:bg-[length:100%_10px] dark:from-primary-800 dark:to-primary-900">Secure Data Storage on Multi-Cloud Using DNA Based Cryptography</span></a></h2><div class=grow><p class="mt-2 line-clamp-3 text-sm text-gray-500 dark:text-gray-400"><a href=/publications/dna_based_cryptography/>This paper demonstrates use of DNA based cryptography to ensure secure data storage on multi-cloud to address service availability failure risks and possibilities of malicious attack.</a></p></div><div class=flex-none><div class="mt-3 flex items-center space-x-3 text-gray-500 dark:text-gray-400 cursor-default"><time class="truncate text-sm" datetime=2015-03-01>Mar 1, 2015</time></div></div></div></div></div></div></div></div></section><section id=section-collection class="relative hbb-section blox-collection" style="padding:2rem 0"><div class=home-section-bg></div><div class="flex flex-col items-center max-w-prose mx-auto gap-3 justify-center"><div class="mb-6 text-3xl font-bold text-gray-900 dark:text-white">📜 Recent Publications</div></div><div class="flex flex-col items-center"><div class="mt-16 sm:mt-20 container max-w-3xl w-full"><div class="flex flex-col space-y-3"><div class="pub-list-item view-citation" style=margin-bottom:1rem><i class="far fa-file-alt pub-icon" aria-hidden=true></i>
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- <span class="article-metadata li-cite-author"><span class=font-bold>Prakash Naikade</span>
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- </span>(2024).
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- <a href=/publications/nvs_structural_color_object/ class=underline>Novel View Synthesis of Structural Color Objects Created by Laser Markings</a>.
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- (MASTER THESIS).<div class="flex space-x-3"><a class="hb-attachment-link hb-attachment-small" href=/publications/nvs_structural_color_object/NVS_Structural_Color_Objects_compressed.pdf target=_blank rel=noopener><svg style="height:1em" class="inline-block" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path fill="none" stroke="currentcolor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M19.5 14.25v-2.625A3.375 3.375.0 0016.125 8.25h-1.5A1.125 1.125.0 0113.5 7.125v-1.5A3.375 3.375.0 0010.125 2.25H8.25m0 12.75h7.5m-7.5 3H12M10.5 2.25H5.625c-.621.0-1.125.504-1.125 1.125v17.25c0 .621.504 1.125 1.125 1.125h12.75c.621.0 1.125-.504 1.125-1.125V11.25a9 9 0 00-9-9"/></svg>
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- PDF
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- </a><a class="hb-attachment-link hb-attachment-small" href="https://www.dropbox.com/scl/fo/9btslfn5y71lb6ct4jy62/AJ-6C-8QmycAND85arMPBDQ?rlkey=tqq444p2k608el58aoq5tzbvf&amp;e=1&amp;st=qcq9xn97&amp;dl=0" target=_blank rel=noopener><svg style="height:1em" class="inline-block" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path fill="none" stroke="currentcolor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M20.25 6.375c0 2.278-3.694 4.125-8.25 4.125S3.75 8.653 3.75 6.375m16.5.0c0-2.278-3.694-4.125-8.25-4.125S3.75 4.097 3.75 6.375m16.5.0v11.25c0 2.278-3.694 4.125-8.25 4.125s-8.25-1.847-8.25-4.125V6.375m16.5.0v3.75m-16.5-3.75v3.75m16.5.0v3.75C20.25 16.153 16.556 18 12 18s-8.25-1.847-8.25-4.125v-3.75m16.5.0c0 2.278-3.694 4.125-8.25 4.125s-8.25-1.847-8.25-4.125"/></svg>
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- Dataset
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- </a><a class="hb-attachment-link hb-attachment-small" href=/publications/nvs_structural_color_object/taylor_simulation_2.mp4 target=_blank rel=noopener><svg style="height:1em" class="inline-block" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path fill="none" stroke="currentcolor" stroke-linecap="round" stroke-width="1.5" d="m15.75 10.5 4.72-4.72a.75.75.0 011.28.53v11.38a.75.75.0 01-1.28.53l-4.72-4.72M4.5 18.75h9a2.25 2.25.0 002.25-2.25v-9A2.25 2.25.0 0013.5 5.25h-9A2.25 2.25.0 002.25 7.5v9a2.25 2.25.0 002.25 2.25z"/></svg>
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- Video
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- </a><a class="hb-attachment-link hb-attachment-small" href=https://prakashknaikade.github.io/StructColorPaintingViewer/ target=_blank rel=noopener><svg style="height:1em" class="inline-block" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path fill="none" stroke="currentcolor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M13.19 8.688a4.5 4.5.0 011.242 7.244l-4.5 4.5a4.5 4.5.0 01-6.364-6.364l1.757-1.757m13.35-.622 1.757-1.757a4.5 4.5.0 00-6.364-6.364l-4.5 4.5a4.5 4.5.0 001.242 7.244"/></svg>
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- Demo (3D Web Viewer)</a>
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- <a class="hb-attachment-link hb-attachment-small" href="https://www.dropbox.com/scl/fi/in79kjuyn2h8b2mmd847x/NVS_Structural_Color_Objects.pdf?rlkey=sdv7lxi3rymelltdv8u7sgl1d&amp;st=25ixlxzf&amp;dl=0" target=_blank rel=noopener><svg style="height:1em" class="inline-block" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path fill="none" stroke="currentcolor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M13.19 8.688a4.5 4.5.0 011.242 7.244l-4.5 4.5a4.5 4.5.0 01-6.364-6.364l1.757-1.757m13.35-.622 1.757-1.757a4.5 4.5.0 00-6.364-6.364l-4.5 4.5a4.5 4.5.0 001.242 7.244"/></svg>
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- <span class="article-metadata li-cite-author"><span>D Zingade</span>, <span>S Dhuri</span>, <span class=font-bold>Prakash Naikade</span>, <span>N Gade</span>, <span>A Teke</span>
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- </span>(2015).
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- <a href=/publications/dna_based_cryptography/ class=underline>Secure Data Storage on Multi-Cloud Using DNA Based Cryptography</a>.
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- IJAERD.<div class="flex space-x-3"><a class="hb-attachment-link hb-attachment-small" href=https://github.com/prakashknaikade/Bachelor-Thesis/blob/main/2.%20Paper-Secure%20Data%20Storage%20On%20Multi-cloud%20Using%20DNA%20Based%20Cryptography.pdf target=_blank rel=noopener><svg style="height:1em" class="inline-block" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path fill="none" stroke="currentcolor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="M19.5 14.25v-2.625A3.375 3.375.0 0016.125 8.25h-1.5A1.125 1.125.0 0113.5 7.125v-1.5A3.375 3.375.0 0010.125 2.25H8.25m0 12.75h7.5m-7.5 3H12M10.5 2.25H5.625c-.621.0-1.125.504-1.125 1.125v17.25c0 .621.504 1.125 1.125 1.125h12.75c.621.0 1.125-.504 1.125-1.125V11.25a9 9 0 00-9-9"/></svg>
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