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centernet

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

centernet-tensorflow

CenterNet: Objects as Points in Tensorflow

centernet_tensorflow_wilderface_voc

This is the unofficial implementation of the "CenterNet:Objects as Points".Just a simple try with self-modified shufflenetv2 and yolov3.If you want better results, you need more experiments.

chinese_ocr

CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras

cornernet

cornernet-1

tensorflow

cornernet-lite

cv_toolbox

data preprocess for cv, including data aug (general and cutout) for object detection, KITTI, COCO data to VOC

dataaugmentationforobjectdetection

Data Augmentation For Object Detection

deformable_convnet

Tensorflow implementation of deformable convnet on MNIST

dpsr

Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)

face-recognizer

Program to identify faces from an image

facetracker

Real time deformable face tracking in C++ with OpenCV 3.

fastmaskrcnn

Mask RCNN in TensorFlow

fcis

Fully Convolutional Instance-aware Semantic Segmentation

fcos

FCOS: Fully Convolutional One-Stage Object Detection

freeanchor_tensorflow

Tensorflow implementation for FreeAnchor: Learning to Match Anchors for Visual Object Detection, support for training your own dataset.

gcnet-tensorflow

Simple Tensorflow implementation of "GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond"

imgaug

Image augmentation for machine learning experiments.

keras-centernet

A Keras implementation of CenterNet with pre-trained model (unofficial)

light-weight-refinenet

Light-Weight RefineNet for Real-Time Semantic Segmentation

m2det-object-detection

PyTorch implementation of M2Det for object detection model. It is better than SSD, RetinaNet, RefineNet. A good default model for object detection.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

maskscoring_rcnn

Codes for paper "Mask Scoring R-CNN".

mmdetection

Open MMLab Detection Toolbox with PyTorch 1.0

multitrident

I combine trident net and refinedet to detect objects of different scales at the same time in one forward propagation

object-detection-api-tensorflow

Object Detection API Tensorflow

panet

PANet for Instance Segmentation and Object Detection

rfbnet

Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018