yolov8_pytorch_python
yolov8_onnx_python
| yolov8_pytorch_python | yolov8_onnx_python | |
|---|---|---|
| 2 | 2 | |
| 44 | 11 | |
| - | - | |
| 4.6 | 4.0 | |
| about 1 year ago | 7 months ago | |
| HTML | Python | |
| GNU General Public License v3.0 only | GNU General Public License v3.0 only |
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.
yolov8_pytorch_python
-
Teeth caries detection using YOLOv8 neural network
In the last part of the article about the YOLOv8 object detection, we created a web service, that uses custom YOLOv8 model to detect objects and display their bounding boxes. You can reuse this code. Just replace the model, to the best.pt file, trained here for teeth detection, and you are ready to go!
-
How to create YOLOv8-based object detection web service using Python, Julia, Node.js, JavaScript, Go and Rust
As a base, we will use the web service, developed in the previous article, which is available in this repository. We will just rewrite the backend of this web service on different languages. That is why it's required to read the first article before continue reading this.
yolov8_onnx_python
-
How to implement instance segmentation using YOLOv8 neural network
Most of the code will be reused from the previous project, that you can find in GitHub.
-
How to create YOLOv8-based object detection web service using Python, Julia, Node.js, JavaScript, Go and Rust
You can find the whole project with comments in this GitHub repository.
What are some alternatives?
resize - Pure golang image resizing
ultralytics - NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
onnxruntime_go - A Go (golang) library wrapping microsoft/onnxruntime.
yolov8_segmentation_python - YOLOv8 image segmentation through ONNX in Python
yolov8_onnx_nodejs - YOLOv8 inference using Node.js
tensor - package tensor provides efficient and generic n-dimensional arrays in Go that are useful for machine learning and deep learning purposes
yolov8_onnx_javascript - YOLOv8 inference using Javascript
ONNXRunTime.jl - Julia bindings for onnxruntime
onnxruntime-php - Run ONNX models in PHP
multer - Node.js middleware for handling `multipart/form-data`.
ort - A Rust wrapper for ONNX Runtime
serde - Serialization framework for Rust