x-clip VS GroupViT

Compare x-clip vs GroupViT and see what are their differences.

x-clip

A concise but complete implementation of CLIP with various experimental improvements from recent papers (by lucidrains)
Artificial intelligence Deep Learning contrastive-learning zero-shot-learning multi-modal-learning
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GroupViT

Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022. (by NVlabs)
image-text-matching Transformers zero-shot-learning semantic-segmentation
Source Code
arxiv.org
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x-clip GroupViT
1 1
702 735
- 0.0%
5.8 0.0
over 1 year ago over 2 years ago
Python Python
MIT License GNU General Public License v3.0 or later
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x-clip

Posts with mentions or reviews of x-clip. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-05-19.
  • [D] Problems with proprietary datasets
    4 projects | /r/MachineLearning | 19 May 2022
    Now is it possible that some of these images were a part of train set of these models ? Maybe, but we can't really be sure without having access to the original dataset. To this end, are there any works that study this phenomenon more deeply and technically (with metrics etc.) ? I know few attempts to reproduce DALL-E and CLIP on open datasets but not sure whether such studies have been performed. Unfortunately I lack both the resources as well as technical competency to perform such studies myself but would love to see if you folks know anything about this.

GroupViT

Posts with mentions or reviews of GroupViT. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing x-clip and GroupViT you can also consider the following projects:

CapDec - CapDec: SOTA Zero Shot Image Captioning Using CLIP and GPT2, EMNLP 2022 (findings)

CoCa-pytorch - Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch

bonito - A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

VehicleFinder-CTIM

EfficientFormer - EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]

DALLE2-pytorch - Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

Text-to-Image-Synthesis - Pytorch implementation of Generative Adversarial Text-to-Image Synthesis paper

IPViT - Official repository for "Intriguing Properties of Vision Transformers" (NeurIPS 2021--Spotlight)

cycle-diffusion - [ICCV 2023] A latent space for stochastic diffusion models

nncf - Neural Network Compression Framework for enhanced OpenVINO™ inference

x-clip vs CapDec GroupViT vs CapDec x-clip vs CoCa-pytorch GroupViT vs bonito x-clip vs VehicleFinder-CTIM GroupViT vs EfficientFormer x-clip vs DALLE2-pytorch GroupViT vs Text-to-Image-Synthesis x-clip vs IPViT GroupViT vs cycle-diffusion GroupViT vs nncf
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