Top 10 faster-rcnn Open-Source Projects

mmdetection

23 27,833 8.4 Python

OpenMMLab Detection Toolbox and Benchmark
PaddleDetection

7 12,074 6.5 Python

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
InfluxDB

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faster-rcnn.pytorch

1 7,482 0.0 Python

A faster pytorch implementation of faster r-cnn
simple-faster-rcnn-pytorch

1 3,891 0.0 Jupyter Notebook

A simplified implemention of Faster R-CNN that replicate performance from origin paper
detecto

1 607 0.0 Python

Build fully-functioning computer vision models with PyTorch
fasterrcnn-pytorch-training-pipeline

11 173 6.0 Jupyter Notebook

PyTorch Faster R-CNN Object Detection on Custom Dataset

Project mention: A simple library to train more than 20 Faster RCNN models using PyTorch (including ViTDet) | /r/deeplearning | 2023-06-07

FasterRCNN

2 108 2.0 Python

Clean and readable implementations of Faster R-CNN in PyTorch and TensorFlow 2 with Keras.
SaaSHub

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Real-time-Object-Detection-for-Autonomous-Driving-using-Deep-Learning

8 57 3.6 Jupyter Notebook

My Computer Vision project from my Computer Vision Course (Fall 2020) at Goethe University Frankfurt, Germany. Performance comparison between state-of-the-art Object Detection algorithms YOLO and Faster R-CNN based on the Berkeley DeepDrive (BDD100K) Dataset.
DA-Faster-RCNN

1 47 5.4 Python

Detectron2 implementation of DA-Faster R-CNN, Domain Adaptive Faster R-CNN for Object Detection in the Wild
3d-multi-resolution-rcnn

1 25 0.0 Python

Official PyTorch implementaiton of the paper "3D Instance Segmentation Framework for Cerebral Microbleeds using 3D Multi-Resolution R-CNN."

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

faster-rcnn related posts

A simple library to train more than 20 Faster RCNN models using PyTorch (including ViTDet)

1 project | /r/deeplearning | 7 Jun 2023
[R]DETRs Beat YOLOs on Real-time Object Detection

1 project | /r/MachineLearning | 19 Apr 2023
Semantic segementation

2 projects | /r/computervision | 12 Apr 2023
A Library of Faster RCNN Models with Simple Training Pipeline for Custom Dataset

1 project | /r/computervision | 16 Mar 2023
PyTorch Faster RCNN Library - Support for transformer detection models.

1 project | /r/pytorch | 8 Mar 2023
PyTorch Faster RCNN Library - Support for transformer detection models.

1 project | /r/deeplearning | 8 Mar 2023
YOLO series models ALL IN ONE

1 project | /r/ObjectDetection | 8 Feb 2023
A note from our sponsor - InfluxDB
www.influxdata.com | 2 May 2024

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Index

What are some of the best open-source faster-rcnn projects? This list will help you:

	Project	Stars
1	mmdetection	27,833
2	PaddleDetection	12,074
3	faster-rcnn.pytorch	7,482
4	simple-faster-rcnn-pytorch	3,891
5	detecto	607
6	fasterrcnn-pytorch-training-pipeline	173
7	FasterRCNN	108
8	Real-time-Object-Detection-for-Autonomous-Driving-using-Deep-Learning	57
9	DA-Faster-RCNN	47
10	3d-multi-resolution-rcnn	25