Mastering YOLO V8: Object Detection and Hugging Face Deployment

Показать описание

In this tutorial, you'll learn how to create a custom object detection model using YOLOv8 and Ultralytics Plus. And that's not all – we'll also deploying it on Hugging Face Space. Get ready to build, train, and share your own object detection solution with the world!

00:00 Intro
01:09 Installing tools
02:44 Setup env
04:34 Collect dataset
08:11 Annotate images
13:57 Setup Yolo v8
18:48 Train the model
22:41 Evaluate & Test
29:01 Prepare for deployment

_______________________________________________________________

💷 50% Discount Code : A2LH6LZ

_______________________________________________________________

Codewello

Рекомендации по теме

Комментарии

Thank you so much it was very helpful Sir!!!

ashishjoshi

ultralytics seems way easier to setup than tf2 object_detection. Spent hours yesterday - this was very straightforward - good job!

kevindeloria

Good work. Nice and useful video. Hop to see more. Thanks.

chaaboudd

in the first line what's the character you used right before the python version?

kozaTG

i did the same train and your metrics is best than mine.. with the same train that i did in my pc, i can't detect anything.. i used the same dataset of yours..

althier

if you have an issue with labelImg crashing every time you try to draw the bounding box for the annotation just downgrade to a lower version of python 3.9 worked best for me

kozaTG

guys that character after the python version is an equals "=" sign not a hyphen "-"

kozaTG

Hello, I am a beginner when it comes to Machine Learning and my question is will this work on my raspberry pi 4 Model B? and also how do I get it to work on the raspberry pi, as in how do I convert the files for the raspberry pi to be able to run this object detection and what files will I need on my raspberry pi as a prerequisite? Thank you!

PeppahPeppahPeppah

i didn't find the video, you used, please attah that too

mohammadriyaz

Im getting simple_image_download no attribute error how to solve

ankithaguda

can you convert the output with audio? how?

wahyuputraardana

RuntimeError: Dataset 'model_config.yaml' error 'model_config.yaml' does not exist
i am getting above error while training the model, is there any way to resove it

luckyvishwakarma

Dear sir
I got this error how should i fix it
requirements: YOLOv8 requirement "ultralytics.nn.modules.conv" not found, attempting AutoUpdate...
ERROR: Could not find a version that satisfies the requirement ultralytics.nn.modules.conv (from versions: none)
ERROR: No matching distribution found for ultralytics.nn.modules.conv

Thanks!

EATTE-eqcj

What is the folder val in images information?? Same Images!!

jjxgiox

bro its showin it cant detect the any images in val folder.What do i do?

tenzinrinchen

can you convert this model to tensorflow tf2.?

afriquemodel

Mastering YOLO V8: Object Detection and Hugging Face Deployment

Mastering YOLO V8: Object Detection and Hugging Face Deployment

Count Any Object | Using Yolo V8 & Supervision - 10 min tutorial

How To Train YOLOv8.1-OBB (Oriented Bounding Boxes) custom object detection tutorial

How to Train Ultralytics YOLOv8 models on Your Custom Dataset in Google Colab | Episode 3

YOLOv8 | Object Detection on a Custom Dataset using YOLOv8

Mastering Face Detection with YOLOv8 | AI Tutorial for Beginners

What is YOLO algorithm? | Deep Learning Tutorial 31 (Tensorflow, Keras & Python)

Code Along: Mastering Model Training with Ultralytics YOLOv8 and ClearML

YOLO V8 Object Detection in Python | Sample Application Project | Python Tutorial | Code Depot

Kaggle Ultralytics YOLOv8 Object Detection: Complete Guide from zero to Training on Custom Datasets

Supervision with Yolo V8 : Video Tracking and Object Detection

Train Yolov8 custom dataset on Google Colab | Object detection | Computer vision tutorial

Mastering YOLO NAS: Object Detection

Train Yolo V9 object detection on a custom dataset | Step by step guide | Computer vision tutorial

Licence Plate Recognition with YOLO V8 and Easy OCR using Custom Dataset

How I Upgraded from YOLOv8 to YOLO-NAS in 2 Seconds!

Segment Anything Model (SAM): Build Custom Image Segmentation Model Using YOLOv8 and SAM

Run All Ultralytics YOLO models in few lines of code #yolov8 #objectdetection

Fire Detection YOLOv8 with Python (real time & custom data)

Deploy Fast and Accurate YOLOv8 Object Detection Models on CPUs You Already Have

YOLOV9 Training on Custom Dataset with Google Colab | Object Detection Using YOLOv9

#shorts Yolov8 Model Fine-tuning

How to Improve YOLOv8 Accuracy and Speed 🚀🎯

YOLOV7 People Distance Detector with Object Counter v1.4