dnth / yolov5-deepsparse-blogpost
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…
☆54Updated 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☆67Updated 2 years ago
- Implementation of YOLOv9 QAT optimized for deployment on TensorRT platforms.☆107Updated 3 weeks ago
- ☆53Updated 3 years ago
- yolov5, yolov8, segmenations, face, pose, keypoints on deepstream☆98Updated last year
- This repository serves as an example of deploying the YOLO models on Triton Server for performance and testing purposes☆61Updated 11 months ago
- Computer Vision deployment tools for dummies and experts. CVU aims at making CV pipelines easier to build and consistent around platform…☆88Updated last year
- Quantization Aware Training☆73Updated last year
- ☆53Updated 3 years ago
- Use Deepstream python API to extract the model output tensor and customize the post-processing of YOLO-Pose☆62Updated last year
- YoloV8 for a bare Raspberry Pi 4 or 5☆115Updated 10 months ago
- Implementation for the paper 'YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs'☆96Updated 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
- 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
- Custom gst-nvinfer for alignment in Deepstream☆26Updated 5 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…☆29Updated 11 months ago
- Face Recognition with RetinaFace and ArcFace.☆82Updated 3 years ago
- C++ application to perform computer vision tasks using Nvidia Triton Server for model inference☆23Updated 3 weeks ago
- A lightweight vision library for performing large scale object detection & instance segmentation☆55Updated last year
- NVIDIA DeepStream SDK 6.3 / 6.2 / 6.1.1 / 6.1 / 6.0.1 / 6.0 application for YOLO-Face models☆66Updated last year
- Deepstream app use retinaface and arcface for face recognition.☆65Updated 7 months ago
- A project demonstrating how to use nvmetamux to run multiple models in parallel.☆101Updated 6 months ago
- deploy yolox algorithm use deepstream☆89Updated 3 years ago
- Car tracking and car counter implemented with YOLOX, ByteTrack and Pytorch.☆43Updated 2 years ago
- An SDK for Transformers + YOLO and other SSD family models☆61Updated 3 months ago
- Python Implementation for Performing Object Detection Using YOLOv9 with ONNX & ONNXRuntime☆50Updated last year
- Provides an ensemble model to deploy a YoloV8 ONNX model to Triton☆39Updated last year
- YOLOv8 Target Model plugin for Autodistill☆43Updated last year
- implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)☆17Updated 3 years ago
- Deepstream face detection & recognition☆23Updated 2 years ago
- YOLOv4 accelerated wtih TensorRT and multi-stream input using Deepstream☆36Updated 4 years ago