593 Open source projects that are alternatives of or similar to 2d_detection

A curated list of repositories for my book Machine Learning Solutions.

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

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SECOND for KITTI/NuScenes object detection

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Awesome Resources for Advanced Computer Vision Topics

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capsule networks that achieves outstanding performance on the German traffic sign dataset

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Differentiable IoU of rotated bounding boxes using Pytorch

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

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SWA Object Detection

3d bounding box estimation from monocular image based on 2d bounding box

Codebase of the paper "Feature Intertwiner for Object Detection", ICLR 2019

R interface to fast.ai

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Implementing Bag of Visual words approach for object classification and detection

Non-maximum suppression for object detection in a neural network

Free to use online tool for labelling photos. https://makesense.ai

Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)

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Waymo Open Dataset

YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point Cloud (ECCV 2018)

Python and OpenCV based object tracking software

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Use the Tensorflow Object Detection API with Tensorflow 2

GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2 https://github.com/AlexeyAB/darknet, https://github.com/pjreddie/darknet

MonoLayout: Amodal Scene Layout from a single image

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

Deep Learning for Automatic Pneumonia Detection, RSNA challenge

OpenCV trained detection models: Haar, HOG and other

A data generator for 2D object detection

Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018

This is sample code for object detection using OpenCV on android

CenterNet: Objects as Points in Tensorflow

Automated Driving in NFS using CNN.

Fish detection using Open Images Dataset and Tensorflow Object Detection

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Implementation of SSD (Single Shot MultiBox Detector) using Chainer

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Implementation of "SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"

A curated list of visual relationship detection and related area resources

Adaptive Real-Time Object Detection System with HOG and CNN Features

Boundary-preserving Mask R-CNN (ECCV 2020)

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

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在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

Object localization in images using simple CNNs and Keras