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Run CLIP inference on the ImageNet dataset and use these inferences as labels to train other models and again evaluate the trained model on Imagenet validation dataset using original labels or CLIP labels
Custom training with OpenAI CLIP; classification tasks; zero-shot examples; and a fully dockerised web-service.
Multilingual CLIP - Semantic Image Search in 100 languages
CLIP Object Detection, search object on image using natural language #Zeroshot #Unsupervised #CLIP #ODS
It is a simple library to speed up CLIP inference up to 3x (K80 GPU)
Mini-project#1 for class "Deep Learning with Multiple Tasks". The project goal is to create dataset of pokemons and use pretrained CLIP model to classify what type of the pokemon is.
A non-JIT version implementation / replication of CLIP of OpenAI in pytorch
Easily compute clip embeddings and build a clip retrieval system with them
a simple wrapper around CLIP
(WIP) A simple tool for searching images inside a local folder with text/image input using CLIP
A search engine implementation using OpenAI's clip model
Simple app for searching over OpenImageDataset using CLIP and Streamlit
Plotting heatmaps with the self-attention of the [CLS] tokens in the last layer.
Generate text captions for images from their CLIP embeddings. Includes PyTorch model code and example training script.
Code to train CLIP model
[ICLR 2022] code for "How Much Can CLIP Benefit Vision-and-Language Tasks?" https://arxiv.org/abs/2107.06383
[CVPR 2022 - Demo Track] - Effective conditioned and composed image retrieval combining CLIP-based features
CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification - 4th Workshop on Computer Vision for Fashion, Art, and Design
[CVPR 2021 Best Student Paper Honorable Mention, Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning on image-text and video-text tasks.
Incorporating CLIP features into Transformer-based image captioning
Extract sections of images from your image by using OpenAI's CLIP and Facebooks Detr implemented on HuggingFace Transformers
CLIPfa: Connecting Farsi Text and Images
GAN-generated images guided by CLIP-encoded text prompts
CLIP + VQGAN / PixelDraw
Torch interface to OpenCLIPP
Official Pytorch implementation of "CLIPstyler:Image Style Transfer with a Single Text Condition" (CVPR 2022)
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Open source projects and samples from Microsoft.
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Data-Driven Documents codes.
China tencent open source team.