dnth / yolov5-deepsparse-blogpostLinks
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 quantization aware training, sparse transfer learning, and one-shot quantization. Export the sparsified model and run it using the DeepSparse engine at insane speeds. P/S: The end result - YOLOv5 on CPU at 180+ FPS using…
☆56Updated 2 years ago
Alternatives and similar repositories for yolov5-deepsparse-blogpost
Users that are interested in yolov5-deepsparse-blogpost are comparing it to the libraries listed below
Sorting:
- Yolov5 TensorRT Implementations☆68Updated 2 years ago
- Computer Vision deployment tools for dummies and experts. CVU aims at making CV pipelines easier to build and consistent around platform…☆90Updated 2 years ago
- yolov5, yolov8, segmenations, face, pose, keypoints on deepstream☆103Updated last year
- This repository serves as an example of deploying the YOLO models on Triton Server for performance and testing purposes☆69Updated 2 weeks ago
- Deepstream app use retinaface and arcface for face recognition.☆75Updated last year
- Python scripts performing object detection using the YOLOv7 model in ONNX.☆208Updated 2 years ago
- Custom gst-nvinfer for alignment in Deepstream☆29Updated 11 months ago
- YOLOv8 Target Model plugin for Autodistill☆44Updated last year
- NVIDIA DeepStream SDK 8.0 / 7.1 / 7.0 / 6.4 / 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 application for YOLO-Face models☆72Updated 3 weeks ago
- Implementation of YOLOv9 QAT optimized for deployment on TensorRT platforms.☆128Updated 6 months ago
- Implementation for the paper 'YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs'☆99Updated 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
- NVIDIA Deepstream 6.1 Python boilerplate☆145Updated last year
- YoloV8 for a bare Raspberry Pi 4 or 5☆114Updated last year
- Python scripts performing object detection using the YOLOv6 model in ONNX.☆95Updated 2 years ago
- PyTorch implementation of YOLOv5, YOLOv6, YOLOv7, YOLOv8, Sort, StrongSort, OcSort, ByteTrack, Norfair☆206Updated 2 years ago
- ☆53Updated 3 years ago
- ☆53Updated 3 years ago
- Deepstream face detection & recognition☆27Updated 2 years ago
- Packaged version of ultralytics/yolov5 + many extra features☆294Updated 8 months ago
- Exporting YOLOv5 for CPU inference with ONNX and OpenVINO☆37Updated 4 months ago
- A project demonstrating how to use nvmetamux to run multiple models in parallel.☆111Updated last year
- YOLOv8 re-implementation for human detection using PyTorch☆115Updated last year
- Count GitHub Stars ⭐☆33Updated last week
- A DeepStream sample application demonstrating end-to-end retail video analytics for brick-and-mortar retail.☆51Updated 3 years ago
- Provides an ensemble model to deploy a YoloV8 ONNX model to Triton☆40Updated 2 years ago
- A lightweight vision library for performing large scale object detection & instance segmentation☆58Updated 2 years ago
- ☆56Updated 2 years ago
- An SDK for Transformers + YOLO and other SSD family models☆64Updated 9 months ago
- NVIDIA DeepStream SDK 8.0 / 7.1 / 7.0 / 6.4 / 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 application for YOLO-Segmentation models☆81Updated 3 weeks ago