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imgaug

Image augmentation for machine learning experiments.

java-gold

:coffee: Java炼金小木屋

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

lfd-a-light-and-fast-detector

LFD is a big update upon LFFD. Generally, LFD is a multi-class object detector characterized by lightweight, low inference latency and superior precision. It is for real-world appilcations.

ls-ssdd-v1.0-open

This is a Large-Scale SAR Ship Detection Dataset-v1.0 (LS-SSDD-v1.0) from Sentinel-1, for small ship detec-tion under large-scale backgrounds. LS-SSDD-v1.0 contains 15 large-scale SAR images whose ground truths are correctly labeled by SAR experts by drawing support from Automatic Identifica-tion System (AIS) and Google Earth. To facilitate network training, the large-scale images are directly cut into 9,000 sub-images without bells and whistles, providing convenience for subsequent detec-tion result presentation in large-scale SAR images.

mask_rcnn

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

medicaldetectiontoolkit

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.

ml-cv

机器学习实战

mmdetection

Open MMLab Detection Toolbox and Benchmark

mpsr

Multi-scale Positive Sample Refinement for Few-shot Object Detection, ECCV2020

mygit

negiou-posiou-miou

netron

Visualizer for neural network, deep learning and machine learning models

nvidia-docker

Build and run Docker containers leveraging NVIDIA GPUs

object-detection-anchors

Tips on how to find suitable object detection anchors

objectdetection-onestagedet

poldecomp

Polarimetric Synthetic Aperture Radar (PolSAR) Decomposition Modelling

ppdet

[BMVC-20] Official PyTorch implementation of PPDet.

prepare_detection_dataset

convert dataset to coco/voc format

py_img_seg_eval

Evaluation metrics for image segmentation inspired by paper Fully Convolutional Networks for Semantic Segmentation

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

rotation-yolov5

rotation detection based on yolov5

scaledyolov4

scenechangedet

pytorch implementation of scene change detection

simple-faster-rcnn-pytorch

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

simplecvreproduction

Reproduce simple cv project including attention module, classification, object detection, segmentation, keypoint detection, tracking :smile: etc.

swipenet

A novel neural network architecture for dealing with small object detection and noise data in the underwater scenes.

tensorflow-windows-wheel

Tensorflow prebuilt binary for Windows