785 Open source projects that are alternatives of or similar to al-fk-self-supervision

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

Final Project of the Udacity AI Programming with Python Nanodegree

This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".

A Laravel Package/Facade for the AWS Rekognition API

Bottleneck Transformers for Visual Recognition

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

IdenProf dataset is a collection of images of identifiable professionals. It is been collected to enable the development of AI systems that can serve by identifying people and the nature of their job by simply looking at an image, just like humans can do.

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

[NeurIPS 2021] Global Filter Networks for Image Classification

A Rock-Paper-Scissors game using computer vision and machine learning on Raspberry Pi

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

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

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

Deep Learning Computer Vision Algorithms for Real-World Use

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

MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification

CNN image classifier implemented in Keras Notebook 🖼️.

📄 Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).

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

Balanced Multiclass Image Classification with TensorFlow on Python.

Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]

Tool to gather main colors of an image using Unity.

Deep Metric Transfer for Label Propagation with Limited Annotated Data

A comprehensive list of awesome contrastive self-supervised learning papers.

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

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

A machine learning exercise, using KNN to classify deforested areas

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

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

Repository for Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction (CVPR2019)

Experiments with Mobile

Machine Learning (EE 5184) in NTU

SCAN: Learning to Classify Images without Labels (ECCV 2020), incl. SimCLR.

Tensorflow implementation of Learning Topology from Synthetic Data for Unsupervised Depth Completion (RAL 2021 & ICRA 2021)

TensorFlow ImageNet demo using ROS sensor_msgs/Image

Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)

🔥🔥NSFW implement in pytorch（色情图&性感图识别，本程序经过了线上大数据集测试，性能优异效果良好）🔥🔥

Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!

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

Binary Image Classification in TensorFlow

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)

Neural Relation Understanding: neural cardinality estimators for tabular data

Pre-trained VGG-Net Model for image classification using tensorflow

Vector Quantized Autoregressive Predictive Coding (VQ-APC)

official implemntation for "Contrastive Learning with Stronger Augmentations"

Paper notes in deep learning/machine learning and computer vision

Modernize and Extend: JPetStore on IBM Cloud Kubernetes Service

[WACV'22] Code repository for the paper "Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting", https://arxiv.org/abs/2106.10137.

Video Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.

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

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

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

Zalo AI Challenge - Landmark Identification

Parametric Instance Classification for Unsupervised Visual Feature Learning, NeurIPS 2020

Chrome browser extension for using TensorFlow image recognition on web pages

Awesome Graph Self-Supervised Learning

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…

(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.

A set of notebooks as a guide to the process of fine-grained image classification of birds species, using PyTorch based deep neural networks.