Jacob (jacobswan1)

jacobswan1

Geek Repo

Company: Amazon Alexa AI.

Location:San Jose

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Jacob's starred repositories

llama

Inference code for LLaMA models

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stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

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ControlNet

Let us control diffusion models!

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MidJourney-Styles-and-Keywords-Reference

A reference containing Styles and Keywords that you can use with MidJourney AI. There are also pages showing resolution comparison, image weights, and much more!

LAVIS

LAVIS - A One-stop Library for Language-Vision Intelligence

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lora

Using Low-rank adaptation to quickly fine-tune diffusion models.

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:6712Issues:59Issues:137

open_flamingo

An open-source framework for training large multimodal models.

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T2I-Adapter

T2I-Adapter

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pytorch-fid

Compute FID scores with PyTorch.

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composer

Official implementation of "Composer: Creative and Controllable Image Synthesis with Composable Conditions"

CrossAttentionControl

Unofficial implementation of "Prompt-to-Prompt Image Editing with Cross Attention Control" with Stable Diffusion

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mmc4

MultimodalC4 is a multimodal extension of c4 that interleaves millions of images with text.

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improved-aesthetic-predictor

CLIP+MLP Aesthetic Score Predictor

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Transformer-MM-Explainability

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.

Language:Jupyter NotebookLicense:MITStargazers:728Issues:8Issues:35

GroupViT

Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.

Language:PythonLicense:NOASSERTIONStargazers:702Issues:11Issues:63

long_stable_diffusion

Long-form text-to-images generation, using a pipeline of deep generative models (GPT-3 and Stable Diffusion)

ELITE

ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation (ICCV 2023, Oral)

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OpenPSG

Benchmarking Panoptic Scene Graph Generation (PSG), ECCV'22

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paco

This repo contains documentation and code needed to use PACO dataset: data loaders and training and evaluation scripts for objects, parts, and attributes prediction models, query evaluation scripts, and visualization notebooks.

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semantic-diffusion-model

Official Implementation of Semantic Image Synthesis via Diffusion Models

pegbis

Python implementation of "Efficient Graph-Based Image Segmentation" paper

sagemaker-distributed-training-workshop

Hands-on workshop for distributed training and hosting on SageMaker

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:115Issues:5Issues:1

dreambooth_depth2img

adaptation of huggingface's dreambooth training script to support depth2img

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tise-toolbox

TISE: Bag of Metrics for Text-to-Image Synthesis Evaluation (ECCV 2022)

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