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map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

mask_rcnn

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

mdistiller

The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679

mean_average_precision

Small and simple python/numpy utility to compute mean average precision (mAP) on detection task.

microneuralcomputing

Efficient neural computing system for edge devices. Computer vision knowledge from GPU to MCU

mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

mmengine

OpenMMLab Foundational Library for Training Deep Learning Models

mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

mmyolo

OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.

mobile-yolov5-pruning-distillation

mobilev2-yolov5s剪枝、蒸馏，支持ncnn，tensorRT部署。ultra-light but better performence！

mobilenetv3

mobilenetv3 with pytorch，provide pre-train model

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

model_optimization_tool

Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.

models

Models and examples built with TensorFlow

mono_depth_estimator

Mono depth estimation for self-driving cars 🚗

movenet.pytorch

A Pytorch implementation of MoveNet from Google. Include training code and pre-trained model.

nearpy

Python framework for fast (approximated) nearest neighbour search in large, high-dimensional data sets using different locality-sensitive hashes.

nmt

TensorFlow Neural Machine Translation Tutorial

note-by-latex

《简单粗暴 LaTeX》手册开源仓库 | The opensource repo for my published LaTeX book.

numpy-ml

Machine learning, in numpy

numpy_neural_network

仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新中... ...

object-detection-metrics

Most popular metrics used to evaluate object detection algorithms.

objectdetectioncenter

onnx-modifier

A tool to modify onnx models in a visualization fashion, based on Netron and Flask.

onnx2tf

Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.

opencv

Open Source Computer Vision Library

opencv_tutorials

Opencv4.0 with python (English&中文)， and will keep the update ! 👊

pascal-voc-writer

A python library for generating annotations in the PASCAL VOC format.

pirender

The source code of the ICCV2021 paper "PIRenderer: Controllable Portrait Image Generation via Semantic Neural Rendering"

pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs