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disaster response classification image classification object detection autonomous vehicles machine translation vision + 490

 Open Source Data Science Models

Path: src/models

Open Source Data Science (OSDS) Monocular Depth Estimation – Turn 2d photos into 3d photos – show your grandma the awesome results.

dataset model computer vision depth estimation dvc git mlflow google cloud storage

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This repository holds open-source machine learning models for various domains ready to download and use

model git github

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This is a model that can be used to generate and modify images based on text prompts. It is a Latent Diffusion Model that uses two fixed, pretrained text encoders (OpenCLIP-ViT/G and CLIP-ViT/L).

model dvc git arxiv

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This model is a fine-tune checkpoint of DistilBERT-base-uncased, fine-tuned on SST-2.

model dvc git

Rutam21 / bart-large-cnn

Updated 7 months ago

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BART is a transformer encoder-encoder (seq2seq) model with a bidirectional (BERT-like) encoder and an autoregressive (GPT-like) decoder.

model dvc git

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This is a fine-tuned version of the multi-modal LayoutLM model for the task of question answering on invoices and other documents.

model dvc git

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Vision-and-Language Transformer (ViLT) model fine-tuned on VQAv2 is up to tens of times faster than previous VLP models..

model dvc git

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Pix2Struct is an image encoder - text decoder model that is trained on image-text pairs for various tasks, including image captioning and visual question answering.

model dvc git

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This model is based on a multi-stage text-to-video generation diffusion model, which inputs a description text and returns a video that matches the text description.

model dvc git

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BLIP is a new VLP framework which transfers flexibly to both vision-language understanding and generation tasks.

model dvc git

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This is an image captioning model trained by @ydshieh in flax.

model dvc git

Rutam21 / bert-base-cased

Updated 7 months ago

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It is a pretrained model on English language using a masked language modeling (MLM) objective.

model dvc git