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Search results for convolutional neural networks object detection

convolutional-neural-networks x

object-detection x

78 search results found

Mmdetection ⭐ 26,886

OpenMMLab Detection Toolbox and Benchmark

Mask_rcnn ⭐ 23,745

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

Deep_learning_object_detection ⭐ 10,821

A paper list of object detection using deep learning.

Computervision Recipes ⭐ 9,225

Best Practices, code samples, and documentation for Computer Vision.

Techniques ⭐ 7,678

Techniques for deep learning with satellite & aerial imagery

Awesome Object Detection ⭐ 6,707

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/1

Darkflow ⭐ 6,131

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

Simple Faster Rcnn Pytorch ⭐ 3,107

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

Easy Tensorflow ⭐ 2,875

Simple and comprehensive tutorials in TensorFlow

Luminoth ⭐ 2,395

Deep Learning toolkit for Computer Vision.

Tensorflow2.0 Examples ⭐ 1,692

🙄 Difficult algorithm, Simple code.

Mobilenet Yolo ⭐ 1,678

MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB🔥🔥🔥

An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)

Object Detection And Tracking ⭐ 1,614

Object Detection and Multi-Object Tracking

Spark ⭐ 1,355

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

Medicaldetectiontoolkit ⭐ 1,249

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

Sparser Cnn ⭐ 1,242

[CVPR2021] End-to-End Object Detection with Learnable Proposal

Saliency ⭐ 929

Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

Cascade Rcnn ⭐ 866

Caffe implementation of multiple popular object detection frameworks

Pixellib ⭐ 828

Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

Detectorch ⭐ 567

Detectorch - detectron for PyTorch

Mmdetection To Tensorrt ⭐ 562

convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.

Keras implementation of yolo v3 object detection.

LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

Tracking With Darkflow ⭐ 523

Real-time people Multitracker using YOLO v2 and deep_sort with tensorflow

Stereo Rcnn ⭐ 517

Code for 'Stereo R-CNN based 3D Object Detection for Autonomous Driving' (CVPR 2019)

Deeplogo ⭐ 458

A brand logo detection system using tensorflow object detection API.

Centermask ⭐ 449

CenterMask : Real-Time Anchor-Free Instance Segmentation, in CVPR 2020

Adversarial Frcnn ⭐ 445

A-Fast-RCNN (CVPR 2017)

Caffe implementation of our multi-scale object detection framework

Universenet ⭐ 392

USB: Universal-Scale Object Detection Benchmark (BMVC 2022)

Fire Detection Cnn ⭐ 376

real-time fire detection in video imagery using a convolutional neural network (deep learning) - from our ICIP 2018 paper (Dunnings / Breckon) + ICMLA 2019 paper (Samarth / Bhowmik / Breckon)

ImageNet 2015 Object Detection from Video (VID)

Yolo V2 Pytorch ⭐ 348

YOLO for object detection tasks

Object Detection Opencv ⭐ 346

YOLO Object detection with OpenCV and Python.

Edgenets ⭐ 340

This repository contains the source code of our work on designing efficient CNNs for computer vision

[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...

Video_obj ⭐ 316

基于视频的目标检测算法研究

Deep Learning Specialization Coursera ⭐ 266

This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.

Pytorch Deformable Convolution V2 ⭐ 250

Don't feel pain to use Deformable Convolution

Grid R Cnn ⭐ 249

Self Driving Golf Cart ⭐ 246

Traffic Sign Detection ⭐ 236

Traffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".

Paperweekly ⭐ 232

Papers for CNN, object detection, keypoint detection, semantic segmentation, medical image processing, SLAM, etc.

Da Faster Rcnn ⭐ 232

An implementation of our CVPR 2018 work 'Domain Adaptive Faster R-CNN for Object Detection in the Wild'

Person Detection And Tracking ⭐ 231

A tensorflow implementation with SSD model for person detection and Kalman Filtering combined for tracking

Domain Adaptive Faster Rcnn Pytorch ⭐ 230

Domain Adaptive Faster R-CNN in PyTorch

Cnn From Scratch ⭐ 229

A scratch implementation of Convolutional Neural Network in Python using only numpy and validated over CIFAR-10 & MNIST Dataset

Ssd Variants ⭐ 220

PyTorch implementation of several SSD based object detection algorithms.

Disprcnn ⭐ 203

Code release for Stereo 3D Object Detection via Shape Prior Guided Instance Disparity Estimation (CVPR 2020, TPAMI 2021)

Siamese Mask Rcnn ⭐ 202

Siamese Mask R-CNN model for one-shot instance segmentation

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Conformer ⭐ 188

Official code for Conformer: Local Features Coupling Global Representations for Visual Recognition

CVPR 2018: Structure Inference Net for Object Detection

Id Card Detector ⭐ 175

💳 Detecting the National Identification Cards with Deep Learning (Faster R-CNN)

Faster R-CNN / R-FCN 💡 C++ version based on Caffe

Coco Minitrain ⭐ 162

a subset of coco dataset for faster experimentation

Mask Rcnn Tf2 ⭐ 149

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0

Compactcnncascade ⭐ 148

A binary library for very fast face detection using compact CNNs.

A novel region proposal network for more general object detection ( including scene text detection ).

Pipeline for particle picking in cryo-electron microscopy images using convolutional neural networks trained from positive and unlabeled examples. Also featuring micrograph and tomogram denoising with DNNs.

Object Detection Development ⭐ 135

Detect Waste ⭐ 134

AI to Combat Environmental Pollution - detecting plastic waste in the environment to combat environmental pollution and promote circular economy (Deep Learning, PyTorch)

Weakly Supervised Deep Detection Networks (CVPR 2016)

Faster Rcnn.torch ⭐ 126

Experimental Torch7 implementation of RCNN for Object Detection with a Region Proposal Network

Object Localization ⭐ 124

Object localization in images using simple CNNs and Keras

Yolo V3 Iou ⭐ 121

YOLO3 动漫人脸检测 (Based on keras and tensorflow) 2019-1-19

Obj_det_progress_tracker ⭐ 119

Object Detection Progress Tracker

Motionblur Detection By Cnn ⭐ 109

Robust Detection Benchmark ⭐ 106

Code, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)

Hrnet Maskrcnn Benchmark ⭐ 106

Object detection with multi-level representations generated from deep high-resolution representation learning (HRNetV2h).

Spinalhdl_cnn_accelerator ⭐ 103

CNN accelerator implemented with Spinal HDL

Moganet ⭐ 100

[ICLR 2024] MogaNet: Efficient Multi-order Gated Aggregation Network

An accurate GUI element detection approach based on old-fashioned CV algorithms [Upgraded on 5/July/2021]

Open source Python library for building bioimage analysis pipelines

Robust Physical Attack ⭐ 82

Physical adversarial attack for fooling the Faster R-CNN object detector

Metar Cnn ⭐ 81

Meta R-CNN : Towards General Solver for Instance-level Low-shot Learning

Bmaskr Cnn ⭐ 81

Boundary-preserving Mask R-CNN (ECCV 2020)

Transferdet ⭐ 79

This is the repository containing team OverFeat's submission to CVPPP 2020's Wheat Detection Challenge (2/2245)

Mit Driverless Cv Traininginfra ⭐ 79

PyTorch pipeline of MIT Driverless Computer Vision paper(2020)

Jacinto Ai Devkit ⭐ 74

Training & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models

Sketchy Vision ⭐ 72

Each week I create sketches covering key Computer Vision concepts. If you want to learn more about CV stick around!

Tf Eager Fasterrcnn ⭐ 66

Faster R-CNN R-101-FPN model was implemented with TensorFlow2.0 eager execution.

Visalientobject ⭐ 65

Video Salient Object Detection via Fully Convolutional Networks (TIP18)

Gatector A Unified Framework For Gaze Object Prediction ⭐ 62

This repository is the official implementation of GaTector, which studies the newly proposed task, gaze object prediction. In this work, we build a novel framework named GaTector to tackle the gaze object prediction problem in a unified way. Particularly, a specific-general-specific (SGS) feature extractor is firstly proposed to utilize a shared backbone to extract general features for both scene and head images. To better consider the specificity of inputs and tasks, SGS introduces two input-sp

Maskrcnn Modanet ⭐ 62

A Mask R-CNN Keras implementation with Modanet annotations on the Paperdoll dataset

Ya_mxdet ⭐ 61

Yet Another MXnet DETection

A cnn framework on Android platform, implemented with RenderScript and java, support MobileNet-SSD and faster-rcnn. No JNI/C++ or thirdparty dependencies.

Mask Yolo ⭐ 59

Inspired from Mask R-CNN to build a multi-task learning, two-branch architecture: one branch based on YOLOv2 for object detection, the other branch for instance segmentation. Simply tested on Rice and Shapes. MobileNet supported.

Fasterrcnn ⭐ 59

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

YOLOv4 (v3/v2) - Windows and Linux version of Darknet Neural Networks for object detection (Tensor Cores are used)

Chainer Mask Rcnn ⭐ 55

Chainer Implementation of Mask R-CNN. (Training code to reproduce the original result is available.)

Flexinfer ⭐ 55

A flexible Python front-end inference SDK based on TensorRT

Forest_rcnn ⭐ 53

Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation (ACM MM 2020)

List of datasets and papers in X-ray security images (Computer vision/Machine Learning)

Awesome Cv Paper Review ⭐ 48

计算机视觉各个方向论文速览

Object_detection ⭐ 46

Summary of object detection（modules&&improvements）

Hand Detection.pytorch ⭐ 46

FaceBoxes for hand detection in PyTorch

Dnn Accelerator ⭐ 45

A DNN Accelerator implemented with RTL.

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