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The Top 23 Faster Rcnn Open Source Projects

Open source projects categorized as Faster Rcnn
Categories > Machine Learning > Faster Rcnn
Faster Rcnn Pedestrian Detection ⭐ 31
Faster R-CNN for pedestrian detection
most recent commit 5 years ago
Traffic Light Detector ⭐ 30
Detect traffic lights and classify the state of them, then give the commands "go" or "stop".
most recent commit 4 years ago
Gluon Faster Rcnn ⭐ 30
Faster R-CNN implementation with MXNet Gluon API
most recent commit 6 years ago
Cntk Hotel Pictures Classificator ⭐ 29
This POC is using CNTK 2.1 to train model for multiclass classification of images. Our model is able to recognize specific objects (i.e. toilet, tap, sink, bed, lamp, pillow) connected with picture types we are looking for. It plays a big role in a process which will be used to classify pictures from different hotels and determine whether it's a picture of bathroom, bedroom, hotel front, swimming pool, bar, etc.
most recent commit 6 years ago
Faster Rcnn Tensorflow ⭐ 28
This is a tensorflow re-implementation of Faster rcnn
most recent commit 5 years ago
Faster_rcnn_logo ⭐ 27
Application of py_faster_rcnn for logo detection task: ZF & VGG16
most recent commit 6 years ago
Smd ⭐ 26
Simple mmdetection CPU inference
most recent commit 3 years ago
Shadowless ⭐ 26
A Fast and Open Source Autonomous Perception System.
most recent commit 6 years ago
Tensorflow_scenetext_oriented_box_predictor ⭐ 25
This project modify tensorflow object detection api code to predict oriented bounding boxes. It can be used for scene text detection.
most recent commit 5 years ago
Cntk Python Web Service On Azure ⭐ 25
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
most recent commit 6 years ago
Visdrone Dataset Python Toolkit ⭐ 25
This repository provides a basic Pythonic toolkit for the VisDrone-Dataset (2018).
most recent commit 2 years ago
Faster_rcnn_pytorch ⭐ 25
most recent commit 5 years ago
Real Time Object Detection Api Using Tensorflow ⭐ 24
A Transfer Learning based Object Detection API that detects all objects in an image, video or live webcam. An SSD model and a Faster R-CNN model was pretrained on Mobile net coco dataset along with a label map in Tensorflow. This model were used to detect objects captured in an image, video or real time webcam. Open CV was used for streaming objects and preprocessing.
most recent commit 4 years ago
Detectron2 Publaynet ⭐ 24
Trained Detectron2 object detection models for document layout analysis based on PubLayNet dataset
most recent commit a year ago
Keras_object_detection ⭐ 23
Convert any classification model or architecture trained in keras to an object detection model
most recent commit 5 years ago
Faster Rcnn Pytorch Simple ⭐ 23
most recent commit 6 years ago
Giouloss_ciouloss_caffe ⭐ 23
Caffe version Generalized & Distance & Complete Iou loss Implementation for Faster RCNN/FPN bbox regression
most recent commit 4 years ago
Faster Rcnn Locnet ⭐ 22
A simplified implementation of paper : Improved Localization Accuracy by LocNet for Faster R-CNN Based Text Detection
most recent commit 6 years ago
Tf_rfcn ⭐ 22
TensorFlow RFCN ver 0.1
most recent commit 6 years ago
Style Classification ⭐ 22
Scene Text Detection and Style Classification into Machine Printed and Handwritten Text
most recent commit 2 years ago
Object Detecion Via Smartphone Camera Using Faster R Cnn ⭐ 21
Detecting objects captured in the frame of a Smartphone Camera using Faster R-CNN algorithm. TensorFlow Object Detection API has been used for back end & OpenCV has been used to process the frames of video captured from Smartphone Camera. IPWebcam app is used to link Smarthphone to Object Detection Code
most recent commit 4 years ago
Maskrcnn_tensorflow_docker ⭐ 20
MaskRCNN + Tensorflow + Docker
most recent commit 7 years ago
Lightdenseyolo ⭐ 20
A real-time object detection app based on lightDenseYOLO Our lightDenseYOLO is the combination of two components: lightDenseNet as the CNN feature extractor and YOLO v2 as the detection module
most recent commit 6 years ago
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