This repository serves object detection using YOLOv8 and FastAPI. With YOLOv8, you get a popular real-time object detection model and with FastAPI, you get a modern, fast (high-performance) web framework for building APIs. The project also includes Docker, a platform for easily building, shipping, and running distributed applications.
☆21Jun 5, 2023Updated 2 years ago
Alternatives and similar repositories for Object-Detection-using-YOLOv8-and-FastAPI
Users that are interested in Object-Detection-using-YOLOv8-and-FastAPI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Flutter application to detect object using TFLite.☆13Apr 13, 2023Updated 2 years ago
- AutoTag-YOLOv8 is an object detection project that uses the YOLOv8 model and leverages the power of SAM and DINGO models for automatic la…☆13May 3, 2023Updated 2 years ago
- Object Detection Service Template. FastAPI for YOLOv8 in Docker.☆125May 25, 2023Updated 2 years ago
- 无人机智慧巡检平台_前端☆21Dec 15, 2024Updated last year
- 抓取百度高德腾讯地图、大众点评POI数据，基于eggjs(nodejs)。☆11Mar 21, 2019Updated 7 years ago
- A Flutter plugin for accessing TensorFlow Lite API. Supports image classification, object detection (SSD and YOLO), Pix2Pix and Deeplab a…☆17Oct 21, 2019Updated 6 years ago
- Real Time Video Feed with Object Detection using Yolov5 (custom or pre-trained model) deployed on web browser using Flask backend.☆20Aug 10, 2023Updated 2 years ago
- Simple Demo of yolov5 (FastAPI, Celery, Redis)☆11Oct 22, 2020Updated 5 years ago
- FastAPI + ffmpeg as a solution for natively supported live streaming in browsers☆13Apr 22, 2023Updated 2 years ago
- Run AI Task on your Edge Device.☆14Nov 19, 2025Updated 4 months ago
- This simple project contains some basic features of TensorFlow lite.☆20Sep 4, 2022Updated 3 years ago
- yolov5 deploy 3559☆32Dec 6, 2021Updated 4 years ago
- Assets for AnyLabeling app☆14May 5, 2023Updated 2 years ago
- SSD-MobileNet with Tencent ncnn framework☆11Feb 13, 2018Updated 8 years ago
- An example of how to use the multiprocessing package along with PyTorch.☆21Jan 15, 2021Updated 5 years ago
- A guide to Quantize Yolov8 Object Detection models using ONNX.☆26Jul 2, 2024Updated last year
- YOLOv8 Object Tracking and Counting using PyTorch, OpenCV and DeepSORT, deployed on Streamlit.☆62Aug 17, 2025Updated 7 months ago
- IT充电站，您身边的知识库，以简约的风格和沉浸式写作阅读体验为特色。它既是个人博客，记录你的成长轨迹，也可将知识专栏公开分享我们共同成长。支持多种主题切换，可以简约大气也可以赛博朋克，不妨来体验一下。☆21May 9, 2025Updated 10 months ago
- 使用VC检测车道线（曲线）☆10Apr 23, 2018Updated 7 years ago
- a demo use yolov5 with flask☆21Aug 23, 2022Updated 3 years ago
- 基于AnimeGAN2+serverless+NAS存储的漫画风图片生成工具（demo 已失效）☆12May 11, 2022Updated 3 years ago
- 基于YOLOv12的智能害虫检测系统，集成FastAPI后端和React前端，提供图像和视频中农作物害虫的实时识别、分析与管理功能。☆53Apr 6, 2025Updated 11 months ago
- A flutter plugin for run object detection and image classifications from pytorch models like yolov5.☆36Dec 17, 2022Updated 3 years ago
- Provides an ensemble model to deploy a YoloV8 ONNX model to Triton☆41Oct 19, 2023Updated 2 years ago
- ☆10Jan 13, 2020Updated 6 years ago
- use yolov3 onnx model to implement object detection☆11Apr 25, 2019Updated 6 years ago
- FastAPI livecamera using OpenCV☆20Apr 29, 2021Updated 4 years ago
- YOLOv8 by Ultralytics in DeepStream 6.1☆21Jan 23, 2023Updated 3 years ago
- ☆14Dec 23, 2025Updated 3 months ago
- YOLOPv2のPythonでのONNX推論サンプル☆16Jul 7, 2023Updated 2 years ago
- face detect and face alignment C++ project☆14Mar 25, 2019Updated 6 years ago
- RetinaFace ONNX Export and Inference☆12Jun 26, 2023Updated 2 years ago
- Windows 💻 RobustVideoMatting with ONNXRuntime/MNN/TNN C++/Python☆12Mar 10, 2022Updated 4 years ago
- A Flutter plugin for managing both Yolov5 model and Tesseract v4, accessing with TensorFlow Lite 2.x. Support object detection, segmentat…☆89Sep 11, 2025Updated 6 months ago
- ☆18Nov 4, 2023Updated 2 years ago
- ☆17Updated this week
- Sample code for OpenCV with GPU(CUDA) on Jetson Nano☆14Sep 12, 2020Updated 5 years ago
- yolov8的车辆检测模型deepstream-python部署☆19Jun 30, 2023Updated 2 years ago
- pedestrian detector with tensorflow C++ API☆11May 4, 2021Updated 4 years ago