Personalize-SAM
Personalize Segment Anything Model (SAM) with 1 shot in 10 seconds (by ZrrSkywalker)
SecondShiftAugie
Second Shift Augie is a sassy and sarcastic AI assistant that helps answer questions and summarize YouTube videos. It has several different features, including text-to-speech functionality, and the ability to answer questions about its own code with the !selfreflect command. (by AugustWasilowski)
Personalize-SAM | SecondShiftAugie | |
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11 | 6 | |
1,437 | 11 | |
- | - | |
7.1 | 6.5 | |
9 months ago | about 1 year ago | |
Python | Python | |
MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Personalize-SAM
Posts with mentions or reviews of Personalize-SAM.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-13.
- Weekly Megathread - 14 May 2023
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This AI Research Proposes PerSAM: A Training-Free Personalization Approach For The Segment Anything Model (SAM)
Code: https://github.com/ZrrSkywalker/Personalize-SAM
- GitHub - ZrrSkywalker/Personalize-SAM: Personalize Segment Anything Model (SAM) with 1 shot in 10 seconds
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Personalize Segment Anything Model with One Shot
Driven by large-data pre-training, Segment Anything Model (SAM) has been demonstrated as a powerful and promptable framework, revolutionizing the segmentation models. Despite the generality, customizing SAM for specific visual concepts without man-powered prompting is under explored, e.g., automatically segmenting your pet dog in different images. In this paper, we propose a training-free Personalization approach for SAM, termed as PerSAM. Given only a single image with a reference mask, PerSAM first localizes the target concept by a location prior, and segments it within other images or videos via three techniques: target-guided attention, target-semantic prompting, and cascaded post-refinement. In this way, we effectively adapt SAM for private use without any training. To further alleviate the mask ambiguity, we present an efficient one-shot fine-tuning variant, PerSAM-F. Freezing the entire SAM, we introduce two learnable weights for multi-scale masks, only training 2 parameters within 10 seconds for improved performance. To demonstrate our efficacy, we construct a new segmentation dataset, PerSeg, for personalized evaluation, and test our methods on video object segmentation with competitive performance. Besides, our approach can also enhance DreamBooth to personalize Stable Diffusion for text-to-image generation, which discards the background disturbance for better target appearance learning. Code is released at https://github.com/ZrrSkywalker/Personalize-SAM
SecondShiftAugie
Posts with mentions or reviews of SecondShiftAugie.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-20.
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Weekly summary - 21 May 2023
https://github.com/AugustWasilowski/SecondShiftAugie created by u/MayorAwesome
- Weekly Megathread - 14 May 2023
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Weekly Megathread
https://github.com/AugustWasilowski/SecondShiftAugie - Second Shift Augie is a sassy and sarcastic AI assistant that helps answer questions and summarize YouTube videos. It uses the discord.py library for interacting with the Discord API and has several different features, including text-to-speech functionality. Made by u/MayorAwesome
- Second Shift Augie: AI-Packed Discord Bot, Open source project, looking for contributors and testers.
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How to add slash commands to code running inside cogs?
This is for my AI chatbot Second Shift Augie. Here's the repo: https://github.com/AugustWasilowski/SecondShiftAugie
- I made a discord bot that connects to ChatGPT, Wolfram Alpha, SerapApi, and can summarize YouTube videos. Anyone want to help me develop it?
What are some alternatives?
When comparing Personalize-SAM and SecondShiftAugie you can also consider the following projects:
PaLM - An open-source implementation of Google's PaLM models
SD-CN-Animation - This script allows to automate video stylization task using StableDiffusion and ControlNet.