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CoCa-pytorch
| x-clip | CoCa-pytorch | |
|---|---|---|
| 1 | 1 | |
| 702 | 1,076 | |
| - | - | |
| 5.8 | 6.2 | |
| over 1 year ago | about 1 year ago | |
| Python | Python | |
| MIT License | MIT License |
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[D] Problems with proprietary datasets
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.
CoCa-pytorch
What are some alternatives?
CapDec - CapDec: SOTA Zero Shot Image Captioning Using CLIP and GPT2, EMNLP 2022 (findings)
DALLE-pytorch - Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
VehicleFinder-CTIM
InternVideo - [ECCV2024] Video Foundation Models & Data for Multimodal Understanding
DALLE2-pytorch - Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
TimeSformer-pytorch - Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification
GroupViT - Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.
RETRO-pytorch - Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch
IPViT - Official repository for "Intriguing Properties of Vision Transformers" (NeurIPS 2021--Spotlight)
PaLM-pytorch - Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways
vectorrvnn - Data Driven method for hierarchical grouping of paths in Vector Graphics.
performer-pytorch - An implementation of Performer, a linear attention-based transformer, in Pytorch