CoCa-pytorch VS x-clip

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

CoCa-pytorch

Implementation of CoCa, Contrastive Captioners are Image-Text Foundation Models, in Pytorch (by lucidrains)
Artificial intelligence attention-mechanism contrastive-learning Deep Learning multimodal Transformers image-to-text
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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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CoCa-pytorch x-clip
1 1
975 649
- -
6.2 5.8
5 months ago 7 months ago
Python Python
MIT License MIT License
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CoCa-pytorch

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

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.

What are some alternatives?

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

DALLE-pytorch - Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

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

RETRO-pytorch - Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch

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

TimeSformer-pytorch - Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification

VehicleFinder-CTIM

PaLM-pytorch - Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways

performer-pytorch - An implementation of Performer, a linear attention-based transformer, in Pytorch

InternVideo - Video Foundation Models & Data for Multimodal Understanding

vectorrvnn - Data Driven method for hierarchical grouping of paths in Vector Graphics.

CoCa-pytorch vs DALLE-pytorch x-clip vs DALLE2-pytorch CoCa-pytorch vs RETRO-pytorch x-clip vs CapDec CoCa-pytorch vs TimeSformer-pytorch x-clip vs VehicleFinder-CTIM CoCa-pytorch vs PaLM-pytorch CoCa-pytorch vs performer-pytorch CoCa-pytorch vs InternVideo CoCa-pytorch vs vectorrvnn