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AI/CV project

(10)
[DiT-3D or DDPM Code 분석] Github Linkhttps://github.com/DiT-3D/DiT-3D/blob/main/train.py DiT-3D/train.py at main · DiT-3D/DiT-3D🔥🔥🔥Official Codebase of "DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation" - DiT-3D/DiT-3Dgithub.com*매우매우 글이 긴 초장문입니다..!각 코드별로 엄청 상세하게 리뷰했고, 최대한 흐름에 따라서 코드와 수식을 붙여서 설명하였습니다.*DiT-3D 코드를 기반으로 설명하고 있지만, dataloader를 제외한 나머지 리뷰는 2D 기반의 DDPM or Diffusion Transformer 코드의 흐름으로 이..
[SMPL-X Implementation] KyujinHan/Smplify-X-Perfect-Implementation Github: https://github.com/KyujinHan/Smplify-X-Perfect-Implementation GitHub - KyujinHan/Smplify-X-Perfect-Implementation: Smplify-X implementation. (2024. 03. 18 No Error & Recent version) Smplify-X implementation. (2024. 03. 18 No Error & Recent version) - KyujinHan/Smplify-X-Perfect-Implementation github.com Smplify-X Implementation (recent version) SMPL-X를 예전에 구현한 적이 있었는데, 코드가 다시 날아가서 다시 구현하..
[DDPM 코드 리뷰] *DDPM을 이해하셔야 읽기 편하실 것 같습니다..! Study Github: https://github.com/KyujinHan/DDPM-study GitHub - KyujinHan/DDPM-study: Denoising Diffusion Probabilistic Models code study Denoising Diffusion Probabilistic Models code study - GitHub - KyujinHan/DDPM-study: Denoising Diffusion Probabilistic Models code study github.com DDPM github: https://github.com/lucidrains/denoising-diffusion-pytorch GitHub - luc..
[Tune-A-VideKO] - 한국어 기반 One-shot Tuning of diffusion for Text-to-Video 모델 Github: https://github.com/KyujinHan/Tune-A-VideKO/tree/master GitHub - KyujinHan/Tune-A-VideKO: 한국어 기반 One-shot video tuning with Stable Diffusion 한국어 기반 One-shot video tuning with Stable Diffusion - GitHub - KyujinHan/Tune-A-VideKO: 한국어 기반 One-shot video tuning with Stable Diffusion github.com Tune-A-VideKO-v1-5🏄: https://huggingface.co/kyujinpy/Tune-A-VideKO-v1-5 kyujinpy/Tune-A-VideKO-v1-5 ·..
[KO-stable-diffusion-anything] - 한국어 기반의 stable-diffusion-disney와 KO-anything-v4-5 Github: https://github.com/KyujinHan/KO-stable-diffusion-anything GitHub - KyujinHan/KO-stable-diffusion-anything: Diffusion-based korean text-to-image generation model Diffusion-based korean text-to-image generation model - GitHub - KyujinHan/KO-stable-diffusion-anything: Diffusion-based korean text-to-image generation model github.com KO-anything-v4-5: https://huggingface.co/kyujinpy/KO-anythi..
[OpenFlaminKO] - Polyglot-KO를 활용한 한국어 기반 MultiModal 도전기! Github: https://github.com/Marker-Inc-Korea/OpenFlaminKO OpenFlamingo: https://github.com/mlfoundations/open_flamingo GitHub - mlfoundations/open_flamingo: An open-source framework for training large multimodal models. An open-source framework for training large multimodal models. - GitHub - mlfoundations/open_flamingo: An open-source framework for training large multimodal models. github.com Op..
[VDE 논문 리뷰] - Vehicle Distance Estimation from a Monocular Camera for Advanced Driver Assistance Systems *VDE 논문 리뷰를 위한 글 입니다! 궁금하신 점이 있다면 댓글로 달아주세요! *이 논문에서는 Self-driving car에서 Distance estimation을 수행하는 딥러닝을 제시합니다. VDE(ODD) paper: https://www.mdpi.com/2073-8994/14/12/2657 Vehicle Distance Estimation from a Monocular Camera for Advanced Driver Assistance Systems The purpose of this study is to propose a framework for accurate and efficient vehicle distance estimation from a monocular camera. The pr..
D-NeRF를 이용한 Real dataset(real scene video) 학습하기 D-NeRF code: https://github.com/KyujinHan/real_D-NeRF KyujinHan/real_D-NeRF Lets implement real time scene in D-NeRF. Contribute to KyujinHan/real_D-NeRF development by creating an account on GitHub. github.com Real scene Training Result - 2022.12.27 kyujinpy 작성
'Colmap' implementation method in only python scripts 참고한 블로그 0-1. Instant-NGP: https://github.com/NVlabs/instant-ngp GitHub - NVlabs/instant-ngp: Instant neural graphics primitives: lightning fast NeRF and more Instant neural graphics primitives: lightning fast NeRF and more - GitHub - NVlabs/instant-ngp: Instant neural graphics primitives: lightning fast NeRF and more github.com 0-2. Instant-NGP 환경설정: https://ikaros79.tistory.com/entry/Instant-NG..
[D-NeRF 코드 분석] - D-NeRF: Neural Radiance Fields for Dynamic Scenes D-NeRF kyujinpy: https://github.com/KyujinHan/NeRF_details_code_analysis GitHub - KyujinHan/NeRF_details_code_analysis: NeRF code analysis NeRF code analysis. Contribute to KyujinHan/NeRF_details_code_analysis development by creating an account on GitHub. github.com Github으로 공유합니다! 질문이 있다면 댓글로 남겨주세요! 답변드리겠습니다. 감사합니다. *D-NeRF의 코드 구성은 NeRF 코드와 매우 유사합니다. *D-NeRF의 코드에 이용되는 시간(t)라는 input과 Deformation..

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