raminhaghjou / Object-Detection-using-YOLOv8-and-FastAPILinks
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.
☆18Updated 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
Sorting:
- YOLOv8 Object Tracking and Counting using PyTorch, OpenCV and DeepSORT, deployed on Streamlit.☆48Updated last year
- Object Detection Web App using YOLOv8 & Flask. Support Webcam & RTSP Stream.☆28Updated last year
- YOLOv8 by Ultralytics in DeepStream 6.1☆21Updated 2 years ago
- Provides an ensemble model to deploy a YoloV8 ONNX model to Triton☆39Updated last year
- ☆15Updated 2 years ago
- The Live Object Detection web application is a Flask-based application that allows users to perform real-time object detection on a live …☆29Updated last year
- yolov8的车辆检测模型deepstream-python部署☆18Updated last year
- ☆24Updated 2 years ago
- Object Detection Service Template. FastAPI for YOLOv8 in Docker.☆104Updated 2 years ago
- Provides an ensemble model to deploy a YOLOv8 TensorRT model to Triton☆11Updated last year
- inference yolov8 obb in android demo☆18Updated 10 months ago
- License Plate Detection and Recognition using YOLOv8. This project uses YOLOv8 for license plate and car detection, extracts text from li…☆16Updated last year
- Use Deepstream python API to extract the model output tensor and customize the post-processing of YOLO-Pose☆63Updated last year
- Deepstream face detection & recognition☆26Updated 2 years ago
- This repository serves as an example of deploying the YOLO models on Triton Server for performance and testing purposes☆63Updated last year
- ☆44Updated 2 years ago
- YOLOv8 Aerial Sheep Detection and Counting. Simulated on Gazebo.☆20Updated last year
- Custom gst-nvinfer for alignment in Deepstream☆27Updated 6 months ago
- This project used Yolov8/AnimeGAN and Flask to accomplish the task of background segmentation , background remove and background replacem…☆11Updated last year
- deepstream python play rtsp h264☆14Updated 3 years ago
- YOLOv5 Object Tracking + Detection + Object Blurring + Streamlit Dashboard Using OpenCV, PyTorch and Streamlit☆119Updated last month
- Jetson Nano application that detects and tracks vehicles in a roundabout with Yolov4, DeepSort and NvDCF using DeepStream SDK and sends t…☆24Updated 3 years ago
- yolov5, yolov8, segmenations, face, pose, keypoints on deepstream☆100Updated last year
- YOLO Object Tracking TensorRT☆31Updated 2 months ago
- ☆14Updated 9 months ago
- ☆8Updated 2 years ago
- This repository contains the code for an object detection, tracking and counting project using the YOLOv8 object detection algorithm and …☆59Updated last year
- ☆53Updated 3 years ago
- 支持yolov8 Reid行人重识别,支持训练和检测☆13Updated last year
- Detect, track and count cars and motorcycles using yolov8 and TensorRT in Jetson Nano☆24Updated last year