raminhaghjou / Object-Detection-using-YOLOv8-and-FastAPI
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.
☆13Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Object-Detection-using-YOLOv8-and-FastAPI
- YOLOv8 Aerial Sheep Detection and Counting. Simulated on Gazebo.☆14Updated last year
- YOLOv8 Object Tracking and Counting using PyTorch, OpenCV and DeepSORT, deployed on Streamlit.☆36Updated last year
- yolov8的车辆检测模型deepstream-python部署☆14Updated last year
- Profile for Glenn Jocher☆17Updated 2 months ago
- Object Detection Web App using YOLOv8 & Flask. Support Webcam & RTSP Stream.☆24Updated last year
- YOLOv8 by Ultralytics in DeepStream 6.1☆18Updated last year
- YOLOv8-FS☆11Updated 4 months ago
- The Live Object Detection web application is a Flask-based application that allows users to perform real-time object detection on a live …☆26Updated last year
- ☆13Updated 2 months ago
- YOLOv8 object detection, tracking, image segmentation and pose estimation app using Ultralytics API (for detection, segmentation and pose…☆70Updated 10 months ago
- This repository contains Python code to count the number of cars, trucks, buses, and motorbikes in a video using YOLOv8 object detection.…☆13Updated 10 months ago
- This repository showcases the utilization of the YOLOv8 algorithm for custom object detection and demonstrates how to leverage my pre-dev…☆29Updated last year
- ☆33Updated last year
- ☆24Updated 2 years ago
- Vehicle counting system with YOLOv8 and DeepSORT☆8Updated last year
- ☆10Updated last month
- Deep Learning-Based Fire Vehicle Detection and Real-Time Warning System 基於深度學習的火災車輛偵測及即時預警系統☆10Updated last year
- ☆11Updated last year
- Convert YOLOv8 and DeepSORT's ReID to TensorRT☆13Updated 5 months ago
- Provides an ensemble model to deploy a YOLOv8 TensorRT model to Triton☆10Updated 7 months ago
- Real-time lane and car detection system using YOLOv8 and OpenCV, with distance estimation for vehicles. Ideal for autonomous driving and …☆13Updated last month
- Object Detection and Instance Segmentation of yolov5 and yolov8 inference with onnxruntime☆12Updated 9 months ago
- This project is based on YOLOv8 and includes batch automatic annotation, one-click dataset format conversion, and model training function…☆18Updated last year
- YOLOv8 inference using Python☆18Updated last year
- 🔥🔥🔥 Use streamlit framework to increase yolov8 front-end page interaction function☆74Updated last year
- Provides an ensemble model to deploy a YoloV8 ONNX model to Triton☆31Updated last year
- Object Detection Service Template. FastAPI for YOLOv8 in Docker.☆84Updated last year
- ☆11Updated 2 months ago
- A network slimming-based pruning method for YOLOv8.☆19Updated 5 months ago
- Converting YOLOv8 models to TensorRT of FP16 and INT8☆13Updated 9 months ago