CLIP
Image-text predictor
A neural network trained on image and text pairs to predict the most relevant text snippet given an image
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
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Language: Jupyter Notebook
last commit: 7 months ago
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deep-learningmachine-learning
amrzv/awesome-colab-notebooksRelated projects:
| Repository | Description | Stars |
|---|---|---|
 pharmapsychotic/clip-interrogator | A tool for optimizing text prompts to generate images with specific characteristics using CLIP and BLIP models. | 2,725 |
 lucidrains/dalle2-pytorch | An implementation of DALL-E 2's text-to-image synthesis neural network in PyTorch | 11,184 |
 jina-ai/clip-as-service | A service that provides fast and scalable image-text embeddings using CLIP models, supporting visual reasoning and integration with neural search ecosystems. | 12,497 |
 karpathy/neuraltalk2 | Efficient image captioning model using a CNN followed by an RNN in deep learning on GPU | 5,515 |
 orpatashnik/styleclip | This project provides an implementation of a method to manipulate images by driving the style with text. | 4,025 |
 rom1504/clip-retrieval | A tool for efficiently computing and utilizing CLIP embeddings for semantic search in multimodal data | 2,440 |
 minimaxir/gpt-2-simple | A tool for retraining and fine-tuning the OpenAI GPT-2 text generation model on new datasets. | 3,398 |
 ai-forever/kandinsky-2 | A multilingual text2image latent diffusion model with improved aesthetics and controllability | 2,774 |
 phillipi/pix2pix | An implementation of an image-to-image translation algorithm using deep learning techniques | 10,208 |
| openai/glide-text2im | A diffusion-based text-conditional image synthesis model | 3,562 |
 dmitryulyanov/deep-image-prior | A project demonstrating image restoration using neural networks without learning | 7,920 |
 osai-ai/tensor-stream | Decodes real-time video streams into CUDA memory to support GPU-based deep learning processing | 380 |
 zhixuhao/unet | An implementation of the U-Net architecture for image segmentation using Keras and TensorFlow. | 4,623 |
 donnyyou/torchcv | A comprehensive PyTorch-based framework for computer vision tasks | 2,249 |
| openai/gpt-2 | A repository providing code and models for research into language modeling and multitask learning | 22,644 |