florvela / YOLO-Training-Optimization-Pose-Estimation-and-TrackingLinks
This repository contains the code for training YOLOv5, YOLOv7, and YOLOv8 models for object detection using Python 3. Optimization of models with OpenVINO and Apache TVM, and tracking with ByteTrack and yolov8-pose.
☆29Updated last year
Alternatives and similar repositories for YOLO-Training-Optimization-Pose-Estimation-and-Tracking
Users that are interested in YOLO-Training-Optimization-Pose-Estimation-and-Tracking are comparing it to the libraries listed below
Sorting:
- Multiple camera devices person tracking (MCDPT)☆23Updated 2 years ago
- ☆53Updated 3 years ago
- This repository serves as an example of deploying the YOLO models on Triton Server for performance and testing purposes☆63Updated last year
- ☆53Updated 3 years ago
- ☆15Updated 2 years ago
- Implementation for the paper 'YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs'☆96Updated last year
- Use Deepstream python API to extract the model output tensor and customize the post-processing of YOLO-Pose☆63Updated last year
- ByteTrack implementation for person tracking using PyTorch☆34Updated 2 years ago
- Custom gst-nvinfer for alignment in Deepstream☆27Updated 6 months ago
- Yolov5 TensorRT Implementations☆67Updated 2 years ago
- 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…☆54Updated 2 years ago
- Car tracking and car counter implemented with YOLOX, ByteTrack and Pytorch.☆44Updated 2 years ago
- ☆22Updated 2 years ago
- Quantization Aware Training☆73Updated last year
- YOLOv7 training. Generates a head-only dataset in YOLO format. The labels included in the CrowdHuman dataset are Head and FullBody, but i…☆29Updated 11 months ago
- SFSORT: Scene Features-based Simple Online Real-Time Tracker☆53Updated 5 months ago
- ☆15Updated last year
- Implementation of End-to-End YOLO Models for DeepStream☆51Updated 7 months ago
- Implementation of YOLOv9 QAT optimized for deployment on TensorRT platforms.☆109Updated last month
- Provides an ensemble model to deploy a YoloV8 ONNX model to Triton☆39Updated last year
- NVIDIA DeepStream SDK 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 implementation for YOLO-Segmentation models☆62Updated last year
- YOLOv8 re-implementation for human detection using PyTorch☆105Updated last year
- A C++ implementation for UCMCTrack (SOTA in MOT17)☆22Updated last week
- ByteTrack: Multi-Object Tracking by Associating Every Detection Box☆28Updated 3 years ago
- YOLO v5 Object Detection on Triton Inference Server☆15Updated 2 years ago
- ☆53Updated 2 years ago
- ☆15Updated last year
- C++ application to perform computer vision tasks using Nvidia Triton Server for model inference☆23Updated last month
- Deepstream app use retinaface and arcface for face recognition.☆67Updated 8 months ago
- ☆24Updated 4 years ago