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RonakDedhiya authored Sep 30, 2024
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Expand Up @@ -7,17 +7,19 @@ Welcome to My Page


## Project
1. Learning Single-View & Multiple-View 3D Object Reconstruction [Code](Code/3dreconstructionVision.ipynb) [PPT](/Notes/visionproject.pdf) [Paper](/Notes/visionprojectpaper.pdf)
2. Transformer from scratch [Code](Code/TransformerEncoder.ipynb)
3. Self Supervised Pre Training [Code](Code/self-supervised.ipynb)
4. Simple VAE [Code](Code/celebA_simpleVAE.ipynb) [Report](/Notes/VAE_GAN.pdf)
5. Diffusion Model [Code](Code/ddpm-diffusion-final.ipynb) [Report](/Notes/Diffusion_Model_And_Domain_Adaptation.pdf)
6. Training MOCO [Code](Code/moco-v1.ipynb) [Report](/Notes/TSNE_MOCO.pdf)
7. Sample Efficient Actor Critic with Experience Replay [Code](Code/RL/) [PPT](Notes/RL_project_Sample_efficient_actor_critic_with_experience_replay.pdf)
8. Qualitative assessment of learned latent factors and generated samples using basic VAE, conditional VAE in conjugation with β - VAE [Code](Code/VAEs/) [Paper](/Notes/Introduction_to_Variational_AutoEncoder.pdf)
9. 3D Breast Surface Reconstruction Using 2D Thermal Images [**MTech Thesis**] [Under IPR] [Yet to be released].
10. Video Blur Detection [Code](Code/BlurDetection/) [PPT](Notes/BlurDetectionPPT.pdf) [Paper](Notes/BlurDetectionPaper.pdf)
11. Spark Data Analysis on YouTube trending videos [Code](https://github.com/RonakDedhiya/YouTube_Trending_Video_Spark_Data_Analysis/tree/main/main.ipynb) [PDF](Notes/sparkdataanalysis.pdf/)
1. Transformer from scratch [Code](Code/TransformerEncoder.ipynb)
2. Self Supervised Pre Training [Code](Code/self-supervised.ipynb)
3. Simple VAE [Code](Code/celebA_simpleVAE.ipynb) [Report](/Notes/VAE_GAN.pdf)
4. Diffusion Model [Code](Code/ddpm-diffusion-final.ipynb) [Report](/Notes/Diffusion_Model_And_Domain_Adaptation.pdf)
5. Training MOCO [Code](Code/moco-v1.ipynb) [Report](/Notes/TSNE_MOCO.pdf)
6. Video Blur Detection [Code](Code/BlurDetection/) [PPT](Notes/BlurDetectionPPT.pdf) [Paper](Notes/BlurDetectionPaper.pdf)
7. Automatic Defect Inspection of solar farm using drones [Code](https://github.com/RonakDedhiya/Automatic-Defect-Inspection-of-Solar-Farm/)
8. Spark Data Analysis on YouTube trending videos [Code](https://github.com/RonakDedhiya/YouTube_Trending_Video_Spark_Data_Analysis/tree/main/main.ipynb) [PDF](Notes/sparkdataanalysis.pdf/)
9. Sample Efficient Actor Critic with Experience Replay [Code](Code/RL/) [PPT](Notes/RL_project_Sample_efficient_actor_critic_with_experience_replay.pdf)
10. Qualitative assessment of learned latent factors of basic VAE, conditional VAE in conjugation with β - VAE [Code](Code/VAEs/) [Paper](/Notes/Introduction_to_Variational_AutoEncoder.pdf)
11. Learning Single-View & Multiple-View 3D Object Reconstruction [Code](Code/3dreconstructionVision.ipynb) [PPT](/Notes/visionproject.pdf) [Paper](/Notes/visionprojectpaper.pdf)
12. 3D Breast Surface Reconstruction Using 2D Thermal Images [**MTech Thesis**] [Under IPR] [Yet to be released].


## Resources
1. Multiple AI/ML Assignments [Code](Code/AIML/)
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