fasterrcnn

Modern PyTorch toolkit for the VisDrone aerial object detection dataset with production-ready training pipelines, real-time inference, and format converters. Features state-of-the-art models (Faster R-CNN, FCOS, RetinaNet), mixed precision training, rich progress tracking, and optimizations for small object detection in drone imagery.

opencv computer-vision deep-learning detection pytorch yolo aerial-imagery coco drones object-detection fasterrcnn retinanet torchvision visdrone visdrone-dataset aerial-image-detection

UpdatedJan 15, 2026
Python

Qinbf /Detecting

Star44

The platform for object detection research

fasterrcnn

UpdatedMar 31, 2021
Jupyter Notebook

naviocean /faster_rcnn_sku110

Star40

VoVNet, MobileNet, ShuffleNet, HarDNet, GhostNet, EfficientNet backbone networks and SKU-110K dataset for detectron2

fasterrcnn mobilenet shufflenet mobilenetv2 hardnet shufflenetv2 efficientnet vovnet detectron2 sku110k sku-110k ghostnet

UpdatedJun 5, 2020
Python

lucasjinreal /tfboys

Star33

TensorFlow and Pytorch practice codes with purity and simplicity.

tensorflow pytorch objectdetection fasterrcnn

UpdatedOct 24, 2019
Python

Wild-Rift /Document-Layout-Analysis

Star33

Tools for extract figure, table, text, .. from a pdf document.

deeplearning maskrcnn fasterrcnn document-layout-analysis

UpdatedNov 25, 2020

xternalz /AE-WTN

Star30

Scaling Object Detection by Transferring Classification Weights

computer-vision pytorch faster-rcnn object-detection transfer-learning openimages large-scale-learning fasterrcnn detection-network visual-genome faster-rcnn-resnet faster-r-cnn visualgenome-dataset openimages-v4 pytorch-implementation image-classfication maskrcnn-benchmark weight-transfer ae-wtn transferring-classification-weights

UpdatedSep 17, 2019
Python

hxuaj /tf2-faster-rcnn

Star27

This is a fast and concise implementation of Faster R-CNN with TensorFlow2.

tensorflow cuda nms faster-rcnn object-detection fasterrcnn tensorflow2

UpdatedMar 21, 2023
Python

karolzak /cntk-python-web-service-on-azure

Star26

This sample project shows off how to prepare and deploy to Azure Web Apps a simple Python web service with an image classifying model produced in CNTK (Cognitive Toolkit) using FasterRCNN

python flask machine-learning ai deep-learning cntk kudu ml image-classification api-rest object-detection restful-api web-service azure-web azure-webapp azure-web-app-service fasterrcnn cognitive-toolkit cntk-model

UpdatedFeb 5, 2018
Python

abhishekrana /MaskRCNN_Tensorflow_Docker

Star22

MaskRCNN + Tensorflow + Docker

deep-learning segmentation rcnn maskrcnn fasterrcnn tensoflow

UpdatedJul 2, 2017
Vim Script

leowangzi /FasterRCNN

Star19

pytorch-1.1 torchvision-0.3

pytorch fasterrcnn

UpdatedFeb 15, 2023
Python

morpheusthewhite /Faster-RCNN-TensorFlow-Python3.5

Star9

Tensorflow Faster R-CNN for Windows and Python 3.5

python opencv machine-learning cnn classification imagenet faster-rcnn faster opencv-python rcnn fasterrcnn imagenet-classifier imagenet-dataset cnn-classification faster-r-cnn

UpdatedDec 31, 2019
Python

springkim /FasterRCNN_SpringEdition

Sponsor

Star8

FasterRCNN Windows C++ library(train,detection both) all dependencies are included.

cpp cntk dnn fasterrcnn

UpdatedAug 1, 2018
C++

avs-abhishek123 /Detectron2

Star8

Detectron is Facebook AI Research’s (FAIR) software system that implements state-of-the-art object detection algorithms, including Mask R-CNN. It is written in Python and powered by the Caffe2 deep learning framework. Detectron model is meant to advance object detection by offering speedy training and addressing the issues companies face when ma…

python facebook research computer-vision deep-learning python3 pytorch faster-rcnn object-detection fastrcnn rcnn fasterrcnn caffe2 detectron detectron2 detectron2-google-colab detectron2-inference