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https://github.com/lucidrains/imagen-pytorch
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
https://github.com/lucidrains/imagen-pytorch
artificial-intelligence deep-learning imagination-machine text-to-image text-to-video
Last synced: about 2 months ago
JSON representation
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
- Host: GitHub
- URL: https://github.com/lucidrains/imagen-pytorch
- Owner: lucidrains
- License: mit
- Created: 2022-05-23T22:06:13.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2024-05-03T16:54:57.000Z (5 months ago)
- Last Synced: 2024-06-19T18:55:48.372Z (3 months ago)
- Topics: artificial-intelligence, deep-learning, imagination-machine, text-to-image, text-to-video
- Language: Python
- Homepage:
- Size: 1.18 MB
- Stars: 7,858
- Watchers: 112
- Forks: 746
- Open Issues: 100
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Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
Awesome Lists containing this project
- awesome-cv - imagen-pytorch - to-Image Neural Network, in Pytorch | (Repos / Tags: Object Classification `[ObjCls]`, Object Detection `[ObjDet]`, Object Segmentation `[ObjSeg]`, General Library `[GenLib]`, Text Reading / Object Character Recognition `[OCR]`, Action Recognition `[ActRec]`, Object Tracking `[ObjTrk]`, Data Augmentation `[DatAug]`, Simultaneous Localization and Mapping `[SLAM]`, Outlier/Anomaly/Novelty Detection `[NvlDet]`, Content-based Image Retrieval `[CBIR]`, Image Enhancement `[ImgEnh]`, Aesthetic Assessment `[AesAss]`, Explainable Artificial Intelligence `[XAI]`, Text-to-Image Generation `[TexImg]`, Pose Estimation `[PosEst]`, Video Matting `[VidMat]`, Eye Tracking `[EyeTrk]`)
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- awesome - lucidrains/imagen-pytorch - Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch (Python)
- StarryDivineSky - lucidrains/imagen-pytorch - E2。 它是文本到图像合成的新 SOTA。在架构上上比 DALL-E2 简单得多。 它由一个级联 DDPM 组成,该 DDPM 以来自大型预训练 T5 模型(注意网络)的文本嵌入为条件。 它还包含用于改进分类器自由引导、噪声级调节和内存高效 unet 设计的动态裁剪。 (其他_机器视觉 / 网络服务_其他)