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本项目用于识别电梯监控视角内的电动车以及自行车。基于电梯内视角数据集对yolo预训练模型进行微调。提供了基于检测的方法与基于跟踪的方法。基于检测的方法会对检测到有目标实例的每一帧返回标注图像， 基于跟踪的方法则在此基础上进行了去重。
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (p…
List of papers related to neural network quantization in recent AI conferences and journals.
A lightweight, portable pure C99 onnx inference engine for embedded devices with hardware acceleration support.
1ZLab在准备挑选合适的小车来研发计算机视觉的教程时候 , 发现习惯了Python语法的我们, 在市面上找不到合适小车, 后来我们选了ESP32作为小车的控制主板, 可以使用Python对其进行交互式编程, 极大的提升了开发效率.
NVDLA (An Opensource DL Accelerator Framework) implementation on FPGA.
The most cited deep learning papers
Papers from the computer science community to read and discuss.
🎬 ScreenToGif allows you to record a selected area of your screen, edit and save it as a gif or video.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
CodiMD - Realtime collaborative markdown notes on all platforms.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
A PyTorch implementation of EfficientNet
📚 Freely available programming books
Visualizer for neural network, deep learning and machine learning models
MobileNetV3 SSD的简洁版本
A paper list of object detection using deep learning.