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The Top 23 Inference Object Detection Open Source Projects

Open source projects categorized as Inference Object Detection
Categories > Machine Learning > Inference
Categories > Artificial Intelligence > Object Detection
Yolov5 ⭐ 44,755
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
dependent packages 2total releases 3most recent commit 3 months agopypi ultralytics-yolov5} Downloads
Yolov3 ⭐ 9,865
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
most recent commit 3 months ago
Jetson Inference ⭐ 7,038
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
most recent commit 4 months ago
Nanodet ⭐ 5,416
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
most recent commit 4 months ago
Fcos ⭐ 3,207
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
most recent commit 5 months ago
Deepsparse ⭐ 2,729
Sparsity-aware deep learning inference runtime for CPUs
dependent packages 3total releases 141most recent commit 3 months agopypi deepsparse-nightly} Downloads
Norfair ⭐ 2,168
Lightweight Python library for adding real-time multi-object tracking to any detector.
dependent packages 3total releases 19most recent commit 6 months agopypi norfair} Downloads
Retinanet Examples ⭐ 727
Fast and accurate object detection with end-to-end GPU optimization
most recent commit 3 years ago
Inference ⭐ 716
A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.
total releases 17most recent commit 3 months ago
Tf_trt_models ⭐ 679
TensorFlow models accelerated with NVIDIA TensorRT
most recent commit 3 years ago
Trainyourownyolo ⭐ 609
Train a state-of-the-art yolov3 object detector from scratch!
most recent commit 2 years ago
Mmdetection To Tensorrt ⭐ 562
convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.
most recent commit 8 months ago
Detecto ⭐ 534
Build fully-functioning computer vision models with PyTorch
dependent packages 2total releases 13most recent commit 2 years agopypi detecto} Downloads
Pipeless ⭐ 534
An open-source computer vision framework to build and deploy apps in minutes
dependent packages 2total releases 20most recent commit 3 months agopypi pipeless-ai} Downloads
Bmw Tensorflow Inference Api Gpu ⭐ 310
This is a repository for an object detection inference API using the Tensorflow framework.
most recent commit 2 years ago
Pytorch Hardnet ⭐ 305
35% faster than ResNet: Harmonic DenseNet, A low memory traffic network
most recent commit 3 years ago
Bmw Labeltool Lite ⭐ 288
This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.
most recent commit a year ago
Retinaface ⭐ 284
The remake of the https://github.com/biubug6/Pytorch_Retinaface
total releases 8most recent commit 2 years ago
Gfocal ⭐ 263
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection
most recent commit 3 years ago
Object Detection Api ⭐ 259
Yolov3 Object Detection implemented as APIs, using TensorFlow and Flask
most recent commit 2 years ago
Yolo2_light ⭐ 256
Light version of convolutional neural network Yolo v3 & v2 for objects detection with a minimum of dependencies (INT8-inference, BIT1-XNOR-inference)
most recent commit 5 years ago
Deepstream Services Library ⭐ 234
A shared library of on-demand DeepStream Pipeline Services for Python and C/C++
most recent commit 3 months ago
Bmw Yolov4 Inference Api Cpu ⭐ 212
This is a repository for an nocode object detection inference API using the Yolov4 and Yolov3 Opencv.
most recent commit 2 years ago
The 6 Most Depended On Inference Object Detection Open Source Projects
Deepsparse ⭐ 2,729
Sparsity-aware deep learning inference runtime for CPUs
dependent packages 3total releases 141latest release December 07, 2023most recent commit 3 months agopypi deepsparse-nightly} Downloads
Norfair ⭐ 2,168
Lightweight Python library for adding real-time multi-object tracking to any detector.
dependent packages 3total releases 19latest release May 30, 2022most recent commit 6 months agopypi norfair} Downloads
Inference Server Old ⭐ 13
Object detection inference with Roboflow Train models on NVIDIA Jetson devices.
dependent packages 2total releases 3latest release January 31, 2023most recent commit 8 months agonpm @roboflow/inference-server} Downloads
Pipeless ⭐ 534
An open-source computer vision framework to build and deploy apps in minutes
dependent packages 2total releases 20latest release November 02, 2023most recent commit 3 months agopypi pipeless-ai} Downloads
Yolov5 ⭐ 44,755
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
dependent packages 2total releases 3latest release June 08, 2022most recent commit 3 months agopypi ultralytics-yolov5} Downloads
Detecto ⭐ 534
Build fully-functioning computer vision models with PyTorch
dependent packages 2total releases 13latest release February 02, 2022most recent commit 2 years agopypi detecto} Downloads
The 9 Latest Releases In Inference Object Detection Open Source Projects
Deepsparse ⭐ 2,729
Sparsity-aware deep learning inference runtime for CPUs
dependent packages 3total releases 141latest release December 07, 2023most recent commit 3 months agopypi deepsparse-nightly} Downloads
Pipeless ⭐ 534
An open-source computer vision framework to build and deploy apps in minutes
dependent packages 2total releases 20latest release November 02, 2023most recent commit 3 months agopypi pipeless-ai} Downloads
Inference Server Old ⭐ 13
Object detection inference with Roboflow Train models on NVIDIA Jetson devices.
dependent packages 2total releases 3latest release January 31, 2023most recent commit 8 months agonpm @roboflow/inference-server} Downloads
Yolov5 ⭐ 44,755
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
dependent packages 2total releases 3latest release June 08, 2022most recent commit 3 months agopypi ultralytics-yolov5} Downloads
Norfair ⭐ 2,168
Lightweight Python library for adding real-time multi-object tracking to any detector.
dependent packages 3total releases 19latest release May 30, 2022most recent commit 6 months agopypi norfair} Downloads
Detecto ⭐ 534
Build fully-functioning computer vision models with PyTorch
dependent packages 2total releases 13latest release February 02, 2022most recent commit 2 years agopypi detecto} Downloads
Retinaface ⭐ 284
The remake of the https://github.com/biubug6/Pytorch_Retinaface
total releases 8latest release January 24, 2022most recent commit 2 years ago
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