Auto-GPT VS ultralytics

Compare Auto-GPT vs ultralytics and see what are their differences.

Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous. [Moved to: https://github.com/Significant-Gravitas/Auto-GPT] (by Torantulino)
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Auto-GPT ultralytics
104 29
72,359 24,831
- 7.5%
9.8 9.8
about 1 year ago 5 days ago
Python Python
MIT License GNU Affero General Public License v3.0
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.

Auto-GPT

Posts with mentions or reviews of Auto-GPT. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-19.

ultralytics

Posts with mentions or reviews of ultralytics. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-06-13.
  • How to analyze document layout by YOLO
    3 projects | dev.to | 13 Jun 2024
    YOLO is the most advanced vision detection model. It is maintained by Ultralytics, a leading computer vision team. The model is easy to train, evaluate, and deploy. Plus, its size is compact enough to run in a browser or on a smartphone.
  • Mastering YOLOv10: A Complete Guide with Hands-On Projects
    3 projects | dev.to | 30 May 2024
    # Clone ultralytics repo git clone https://github.com/ultralytics/ultralytics # cd to local directory cd ultralytics # Install dependencies pip install -r requirements.txt
  • The CEO of Ultralytics (yolov8) using LLMs to engage with commenters on GitHub
    2 projects | news.ycombinator.com | 12 Feb 2024
    Yep, I noticed this a while ago. It posts easily identifiable ChatGPT responses. It also posts garbage wrong answers which makes it worse than useless. Totally disrespectful to the userbase.

    https://github.com/ultralytics/ultralytics/issues/5748#issue...

    1 project | news.ycombinator.com | 12 Feb 2024
  • FLaNK Weekly 08 Jan 2024
    41 projects | dev.to | 8 Jan 2024
  • My kid sounds like ChatGPT, and soon yours might, too
    1 project | news.ycombinator.com | 29 Dec 2023
    There are obvious places it is being used that I have noticed organically. For instance, check out the answers in this repo:

    https://github.com/ultralytics/ultralytics/issues/5748#issue...

    If you read the answers there, the style of answering is always to repeat the question in a very specific way. Once you see it you can’t in-see it.

  • Exploring Open-Source Alternatives to Landing AI for Robust MLOps
    18 projects | dev.to | 13 Dec 2023
    When browsing the state-of-the-art in object detection on Papers with Code, I found the YOLO model to be one of the most popular, accurate, and fastest. That being said, I would recommend having a look at Ultralytics, which provides the tools to evaluate, predict, and export the latest versions of YOLO models with only a few lines of code.
  • Instance segmentation of small objects in grainy drone imagery
    8 projects | /r/computervision | 9 Dec 2023
  • Breaking the Myth: Object Detection Isn't Hard as Thought
    1 project | dev.to | 3 Dec 2023
    YOLOv8 (You Only Look Once) is an open-source Computer Vision AI model released on January 10th, 2023. It’s called YOLO because it detects everything inside an image in a single pass. The new version can perform image detection, classification, instance segmentation, tracking, and pose estimation tasks.
  • How I use "AI" to entertain my cat
    3 projects | dev.to | 3 Nov 2023
    Next, I needed to figure out, how can I access the stream, recognize an animal, then let Max know? There are tons of examples of recognizing an object via camera frames, but I ultimately found this python library called ultralytics that supports RTSP streams and classifying objects in the video frames using pre-built models. The docs looked like it would be pretty low effort, so after some experimentation, I was successful in having the ultralytics library recognize objects from my cheap camera!

What are some alternatives?

When comparing Auto-GPT and ultralytics you can also consider the following projects:

gpt4all - gpt4all: run open-source LLMs anywhere

segment-anything - The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

llama.cpp - LLM inference in C/C++

super-gradients - Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

JARVIS - JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

GroundingDINO - Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

AgentGPT - 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.

yolo_tracking - BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models

babyagi

yolov8_onnx_python - YOLOv8 inference using Python

SuperAGI - <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.

Detic - Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".

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