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peternara's Projects

clip-imagenet-evaluation icon clip-imagenet-evaluation

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

clip-mania icon clip-mania

Custom training with OpenAI CLIP; classification tasks; zero-shot examples; and a fully dockerised web-service.

clip-ods icon clip-ods

CLIP Object Detection, search object on image using natural language #Zeroshot #Unsupervised #CLIP #ODS

clip-onnx icon clip-onnx

It is a simple library to speed up CLIP inference up to 3x (K80 GPU)

clip-pokemon icon clip-pokemon

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.

clip-pytorch icon clip-pytorch

A non-JIT version implementation / replication of CLIP of OpenAI in pytorch

clip-retrieval icon clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with them

clip-search-2 icon clip-search-2

(WIP) A simple tool for searching images inside a local folder with text/image input using CLIP

clip-search-4 icon clip-search-4

Simple app for searching over OpenImageDataset using CLIP and Streamlit

clip-vil icon clip-vil

[ICLR 2022] code for "How Much Can CLIP Benefit Vision-and-Language Tasks?" https://arxiv.org/abs/2107.06383

clip4cirdemo icon clip4cirdemo

[CVPR 2022 - Demo Track] - Effective conditioned and composed image retrieval combining CLIP-based features

clip_art icon clip_art

CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification - 4th Workshop on Computer Vision for Fashion, Art, and Design

clipbert icon clipbert

[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.

clipcrop icon clipcrop

Extract sections of images from your image by using OpenAI's CLIP and Facebooks Detr implemented on HuggingFace Transformers

clipfa icon clipfa

CLIPfa: Connecting Farsi Text and Images

clipgan icon clipgan

GAN-generated images guided by CLIP-encoded text prompts

clipstyler icon clipstyler

Official Pytorch implementation of "CLIPstyler:Image Style Transfer with a Single Text Condition" (CVPR 2022)

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