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objdet_train_tensorflow_colab

Google Colab (Jupyter) notebook to retrain Object Detection Tensorflow model with custom dataset.

object-detection-metrics

Most popular metrics used to evaluate object detection algorithms.

online-visual-tracking-sota

opencv

openface

Face recognition with deep neural networks.

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

polyrnn-pp

Inference Code for Polygon-RNN++ (CVPR 2018)

polyrnn-pp-pytorch

PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)

preciseroipooling

Precise RoI Pooling with coordinate gradient support, proposed in the paper "Acquisition of Localization Confidence for Accurate Object Detection" (https://arxiv.org/abs/1807.11590).

py-goturn

This is the python implementation of single object tracking from GOTURN paper

pyimsegm

Image segmentation - general superpixel segmentation & center detection & region growing

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

pysot-toolkit

Python Single Object Tracking Evaluation

pythondatastructurespractice

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytracking

Visual tracking library based on PyTorch.

raccoon_dataset

The dataset is used to train my own raccoon detector and I blogged about it on Medium

rcnn

Step-By-Step Implementation of R-CNN from scratch in python

reactnd-contacts-app

realtime_object_detection

Plug and Play Real-Time Object Detection App with Tensorflow and OpenCV. Run on Jetson TX2

resource_awesome_computer_vision

A curated list of awesome computer vision resources

rpt

RPT: Learning Point Set Representation for Siamese Visual Tracking

semantic-segmentation-suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

semanticsegmentation_dl

Resources of semantic segmantation based on Deep Learning model

semi-auto-image-annotation-tool

Anno-Mage: A Semi Automatic Image Annotation Tool which helps you in annotating images by suggesting you annotations for 80 object classes using a pre-trained model

siamdw

[CVPR'19 Oral] Deeper and Wider Siamese Networks for Real-Time Visual Tracking

siammask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

siammask_e

This is the add-on package for the pysot project. SiamMask_E is an updated version of SiamMask with ellipse fitting and bounding box scale refinement.

siamrpn_plus_plus_pytorch

SiamRPN, SiamRPN++, unofficial implementation of "SiamRPN++" (CVPR2019), multi-GPUs, LMDB.

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners