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Simple console app that implements ONNX Runtime and ResNet in C++

C++ 48 12 Updated Mar 23, 2023

An easy to use PyTorch to TensorRT converter

Python 4,640 678 Updated Aug 17, 2024

TensortRT installation and Conversion from PyTorch Models

Python 27 4 Updated Sep 14, 2020

This is the third party implementation of the paper Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection.

Python 497 79 Updated Jun 25, 2024

4M: Massively Multimodal Masked Modeling

Python 1,650 99 Updated Oct 7, 2024

A collection of some awesome public Anchor-Free object detection series projects.

23 3 Updated Feb 22, 2024

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

Python 5,815 1,048 Updated Aug 8, 2024

(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH

Python 607 154 Updated Oct 6, 2023

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

Jupyter Notebook 5,215 1,268 Updated Oct 24, 2021

AI to Combat Environmental Pollution - detecting plastic waste in the environment to combat environmental pollution and promote circular economy (Deep Learning, PyTorch)

Python 188 48 Updated Oct 3, 2023

High quality, fast, modular reference implementation of SSD in PyTorch

Python 1,538 384 Updated Jan 26, 2024

This repository provides a PyTorch implementation of RT-DeTR, a state-of-the-art Realtime Detection Transformer for object detection tasks.

Python 53 11 Updated Jun 22, 2023

Training DETR (Detection Transformer) on custom object detection datasets.

Python 4 Updated Feb 8, 2023

Vision Transformers for image classification, image segmentation, and object detection.

Python 43 8 Updated Oct 17, 2024

[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥

Python 2,890 332 Updated Dec 13, 2024

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

Python 28,744 3,409 Updated Dec 21, 2024

This is an ongoing project of designing a custom object detector from scratch. You can also use the pytorch-lightning training pipeline to train your own model.

Python 9 2 Updated Mar 6, 2023

Schedule-Free Optimization in PyTorch

Python 2,037 69 Updated Dec 2, 2024

A package to read and convert object detection datasets (COCO, YOLO, PascalVOC, LabelMe, CVAT, OpenImage, ...) and evaluate them with COCO and PascalVOC metrics.

Python 183 23 Updated Nov 20, 2024

an edge-real-time anchor-free object detector with decent performance

Python 459 62 Updated Dec 27, 2024

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

Python 3,063 718 Updated Nov 11, 2023

Computer Vision dataset analysis

Python 294 33 Updated Aug 6, 2024

OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference

C++ 7,567 2,366 Updated Jan 6, 2025

OpenMMLab's next-generation platform for general 3D object detection.

Python 5,427 1,563 Updated Jul 10, 2024

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Python 30,937 7,541 Updated Dec 19, 2024

A faster pytorch implementation of faster r-cnn

Python 7,727 2,327 Updated May 20, 2022

ADO Pipeline for training and deploying to NVIDIA Jetson device with ONNX Runtime

Python 14 4 Updated Jun 29, 2021

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

Jupyter Notebook 1,807 1,469 Updated Jan 3, 2025

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

Python 9,546 2,229 Updated Nov 20, 2024
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