1330 Open source projects that are alternatives of or similar to Channel Pruning

📖 This guide is to help you understand the basics of the computerized image and develop computer vision projects with OpenCV. Includes Python, Java, JavaScript, C# and C++ examples.

🙄 Difficult algorithm, Simple code.

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques

A photo OCR project aims to output DMS messages contained in sign structure images.

Programming assignments, labs and quizzes from all courses in the Coursera AI for Medicine Specialization offered by deeplearning.ai

Player detection and ball detection in football matches using image processing(opencv).

Plug and Play Real-Time Object Detection App with Tensorflow and OpenCV. No Bugs No Worries. Enjoy!

Neural networks training pipeline based on PyTorch

🌓 Bringing pjreddie's DarkNet out of the shadows #yolo

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

PyTorch extensions for fast R&D prototyping and Kaggle farming

A machine learning exercise, using KNN to classify deforested areas

Unofficial Implementation of ECANets (CVPR 2020) for the Reproducibility Challenge 2020.

[NeurIPS 2021] Global Filter Networks for Image Classification

YOLO for object detection tasks

C# Yolo Darknet Wrapper (real-time object detection)

🍎 My own face recognition with deep neural networks.

This is a repository for an object detection inference API using the Tensorflow framework.

A PyTorch Implementation of Single Shot MultiBox Detector

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST

TensorFlow models accelerated with NVIDIA TensorRT

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

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

yolo(all versions) implementation in keras and tensorflow 2.4

🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!

This project shows how to use CoreML and Vision with a pre-trained deep learning SSD (Single Shot MultiBox Detector) model. There are many variations of SSD. The one we’re going to use is MobileNetV2 as the backbone this model also has separable convolutions for the SSD layers, also known as SSDLite. This app can find the locations of several di…

Final Project of the Udacity AI Programming with Python Nanodegree

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Official PyTorch code for CVPR 2020 paper "Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision"

A Laravel Package/Facade for the AWS Rekognition API

It contains the coursework and the practice I have done while learning Deep Learning.🚀 👨‍💻💥 🚩🌈

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

Papers for deep neural network compression and acceleration

AutoGluon: AutoML for Text, Image, and Tabular Data

Experiments with Mobile

A list of popular deep learning models related to classification, segmentation and detection problems

Deep Learning Computer Vision Algorithms for Real-World Use

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

RectLabel - An image annotation tool to label images for bounding box object detection and segmentation.

Easily train an image classifier and then use it to label/tag other images

PyTorch implementation of the YOLO (You Only Look Once) v2

RMDL: Random Multimodel Deep Learning for Classification

Gluon CV Toolkit

A tensorflow2 implementation of some basic CNNs(MobileNetV1/V2/V3, EfficientNet, ResNeXt, InceptionV4, InceptionResNetV1/V2, SENet, SqueezeNet, DenseNet, ShuffleNetV2, ResNet).

This is a new web-based photo management application. Run it on your home server and it will let you find the right photo from your collection on any device. Smart filtering is made possible by object recognition, location awareness, color analysis and other ML algorithms.

🚘 "MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.

An easy to use C# deep learning library with CUDA/OpenCL support

cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

Implementation of Quickdraw - an online game developed by Google

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

Descriptive Deep Learning

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.

Zalo AI Challenge - Landmark Identification

Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.

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)