levipereira / triton-server-yolo
This repository serves as an example of deploying the YOLO models on Triton Server for performance and testing purposes
☆38Updated 3 months ago
Related projects: ⓘ
- ☆51Updated 2 years ago
- ☆52Updated 2 years ago
- YOLO v5 Object Detection on Triton Inference Server☆12Updated last year
- C++ application to perform computer vision tasks using Nvidia Triton Server for model inference☆15Updated this week
- Implementation of YOLOv9 QAT optimized for deployment on TensorRT platforms.☆71Updated 2 months ago
- A project demonstrating how to use nvmetamux to run multiple models in parallel.☆91Updated 4 months ago
- NVIDIA DeepStream SDK 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 implementation for YOLO-Segmentation models☆51Updated 6 months ago
- Use Deepstream python API to extract the model output tensor and customize the post-processing of YOLO-Pose☆57Updated last year
- ☆14Updated last year
- This repository provides YOLOV5 GPU optimization sample☆100Updated last year
- By the end of this post, you will learn how to: Train a SOTA YOLOv5 model on your own data. Sparsify the model using SparseML quantizati…☆53Updated last year
- YOLOv9 Tensorrt deployment acceleration,provide two implementation methods: C++and Python🔥🔥🔥☆30Updated 6 months ago
- ☆21Updated last year
- Provides an ensemble model to deploy a YoloV8 ONNX model to Triton☆28Updated 11 months ago
- NVIDIA DeepStream SDK 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 application for YOLO-Face models☆49Updated last year
- Deepstream face detection & recognition☆18Updated last year
- This repository provides optical character detection and recognition solution optimized on Nvidia devices.☆52Updated 3 months ago
- deepstream python play rtsp h264☆12Updated 2 years ago
- Quantization Aware Training☆53Updated 8 months ago
- YOLOv7 training. Generates a head-only dataset in YOLO format. The labels included in the CrowdHuman dataset are Head and FullBody, but i…☆27Updated 3 months ago
- triton server ensemble model demo☆30Updated 2 years ago
- ☆24Updated last year
- Face Recognition with RetinaFace and ArcFace.☆70Updated 2 years ago
- Custom gst-nvinfer for alignment in Deepstream☆22Updated this week
- Implementation of End-to-End YOLO Models for DeepStream☆24Updated 3 weeks ago
- Yolov5 TensorRT Implementations☆67Updated last year
- Deepstream app use retinaface and arcface for face recognition.☆55Updated 3 weeks ago
- YOLOV7 Face Detection☆20Updated last year
- This repository contains the code for training YOLOv5, YOLOv7, and YOLOv8 models for object detection using Python 3. Optimization of mod…☆25Updated 11 months ago
- Deploy RT-EDTR with onnx from paddlepaddle framwork and graph cut☆23Updated last year