Ben (sunbc0120)

sunbc0120

Geek Repo

Company:Amazon Web Services

Location:Melbourne, Australia

Home Page:ml.aws

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Organizations
aws-samples

Ben's repositories

sagemaker-jumpstart-generative-ai-examples

Unlocking Creativity: Generative AI with SageMaker Jumpstart

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aichpoem

手把手教你搭建人工智能AI写诗平台,从模型搭建到前后端开发到SEO优化推广

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blog

blog

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CLIP

Contrastive Language-Image Pretraining

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course-v3

The 3rd edition of course.fast.ai

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Deep-Reinforcement-Learning-Hands-On-Second-Edition

Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt

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diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

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diffusion-nbs

Getting started with diffusion

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fastai

The fastai deep learning library

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Image-Caption-Generation-using-Fastai

Implemented image caption generation method propossed in Show, Attend, and Tell paper using the Fastai framework to describe the content of images. Achieved 24 BLEU score for Beam search size of 5. Designed a Web application for model deployment using the Flask framework.

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minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

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stable-diffusion

A latent text-to-image diffusion model

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stable-diffusion-videos

Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts

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sunbc0120

Biography@Github

torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

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Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

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Udacity-Computer-Vision-Nanodegree-Program

This repositary contain all my exercises and projects of Udacity Computer Vision Nanodegree Program

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vimac

Productive macOS keyboard-driven navigation

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ElevenLabs-Javascript-Example

ElevenLabs Text-To-Speach JS Example for Node.js and Client-Only JS

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finetuning-and-deploying-llama-on-Sagemaker

Use the two different methods (deepspeed and SageMaker model parallelism library) to fine tune llama model on Sagemaker. Then deploy the fine tuned llama on Sagemaker with server side batch.

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gai-bootcamp

L300 Generative Bootcamp labs

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image-mix-with-controlnet

A sample project to test out the features of streamlit. Provides a way to mix content and style of two images with help controlnet and clip-interrogator

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langchain-tutorials

Overview and tutorial of the LangChain Library

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Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

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roop

one-click deepfake (face swap)

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streamlit-drawable-canvas

Do you like Quick, Draw? Well what if you could train/predict doodles drawn inside Streamlit? Also draws lines, circles and boxes over background images for annotation.

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