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.
☆21Updated 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的车辆检测模型deepstream-python部署☆19Updated 2 years ago
- Provides an ensemble model to deploy a YoloV8 ONNX model to Triton☆42Updated 2 years ago
- YOLOv8 Aerial Sheep Detection and Counting. Simulated on Gazebo.☆23Updated 2 years ago
- YOLOv8 by Ultralytics in DeepStream 6.1☆21Updated 3 years ago
- YOLOv8 Object Tracking and Counting using PyTorch, OpenCV and DeepSORT, deployed on Streamlit.☆60Updated 5 months ago
- ☆25Updated 3 years ago
- yolov8在hisi3536a推理☆11Updated 2 years ago
- NVIDIA Jetson amd Deepstream Python Examples☆30Updated 4 years ago
- deepstream python play rtsp h264☆14Updated 4 years ago
- ☆13Updated last year
- Object Detection Service Template. FastAPI for YOLOv8 in Docker.☆122Updated 2 years ago
- Provides an ensemble model to deploy a YOLOv8 TensorRT model to Triton☆13Updated last year
- YOLO v5 Object Detection on Triton Inference Server☆16Updated 2 years ago
- ☆20Updated 3 years ago
- Custom gst-nvinfer for alignment in Deepstream☆30Updated last year
- yolov3, yolo12, dino, segmenations, face, pose, keypoints on deepstream☆116Updated 2 months ago
- ☆15Updated 3 years ago
- ☆13Updated 2 years ago
- Jetson Nano application that detects and tracks vehicles in a roundabout with Yolov4, DeepSort and NvDCF using DeepStream SDK and sends t…☆27Updated 3 years ago
- This repo would give multi-task keypoint detect code based yolov8. The landmarks or keypoints with different classes and numbers can be …☆12Updated 2 years ago
- Use Deepstream python API to extract the model output tensor and customize the post-processing of YOLO-Pose☆65Updated 2 years ago
- yolov8 旋转目标检测部署，瑞芯微RKNN芯片部署、地平线Horizon芯片部署、TensorRT部署☆28Updated last year
- This repository contains the code for an object detection, tracking and counting project using the YOLOv8 object detection algorithm and …☆65Updated 2 years ago
- ☆23Updated 5 years ago
- This repository showcases the utilization of the YOLOv8 algorithm for custom object detection and demonstrates how to leverage my pre-dev…☆38Updated 2 years ago
- Nvidia Deepstream FFMPEG RTSP to HTTP Streaming☆14Updated 5 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 …☆31Updated 2 years ago
- Python version for NVIDIA Deepstream's LPR. https://developer.nvidia.com/blog/creating-a-real-time-license-plate-detection-and-recognitio…☆34Updated 4 years ago
- Profile for Glenn Jocher☆19Updated 3 months ago
- ☆24Updated 3 years ago