409 Open source projects that are alternatives of or similar to fastai-visual-guide

The fastai deep learning library

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Genre Classification using Convolutional Neural Networks

Kuzushiji Recognition Kaggle 2019. Build a DL model to transcribe ancient Kuzushiji into contemporary Japanese characters. Opening the door to a thousand years of Japanese culture.

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

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…

Image Recognition and Information Extraction from Image Documents using Keras and Watson NLU

Supervised Classification of bird species 🐦 in high resolution images, especially for, Himalayan birds, having diverse species with fairly low amount of labelled data

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StyleGAN2 - Official TensorFlow Implementation with practical improvements

采用深度学习方法进行刀具识别。

ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification (CVPR 2020 VL3)

Easily train or fine-tune SOTA computer vision models with one open source training library

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Repository to identify Lego bricks automatically only using images

Serving TensorFlow models with TensorFlow Serving 📙

Deep learning, Convolutional neural networks, Image processing, Document processing, Table detection, Page object detection, Table classification. https://www.sciencedirect.com/science/article/pii/S0925231221018142

Catalyst.Classification

TensorFlow Lite Helper for Android to help getting started with TesnorFlow.

Reference implementations of popular DL models missing from keras-applications & keras-contrib

MiXLab is a mix of multiple amazing Colab Notebooks found on the internet such as rcloneLab, RLabClone, Torrent to Google Drive Downloader and some more.

Classifying the Blur and Clear Images

Listing my favorite research papers 📝 from different fields as I read them.

Use machine learning in AppInventor, with easy training using text, images, or numbers through the Machine Learning for Kids website.

ImVisible: Pedestrian Traffic Light Dataset, Neural Network, and Mobile Application for the Visually Impaired (CAIP '19, ICCVW'19)

Colab Compatible FastAI notebooks for NLP and Computer Vision Datasets

GitHub Action that generates "Open In Colab" Badges for you

[NeurIPS 2021] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification

A Simple Deep Neural Network to classify images made with Keras

Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network

A machine learning exercise, using KNN to classify deforested areas

Tensorflow2 Object Detection APIのハンズオン用資料です(Hands-on documentation for the Tensorflow2 Object Detection API)

Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms

Etiketai is an online tool designed to label images, useful for training AI models

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Deep Learning Bootcamp

Implement Differentiable Architecture Search (DARTS) for RNN with fastai

Multi-task learning smile detection, age and gender classification on GENKI4k, IMDB-Wiki dataset.

Deploy fastai models with Docker

Only in native python & numpy with Keras interface

🎒 Bag of Visual words (BoW) approach for object classification and detection in images together with SIFT feature extractor and SVM classifier.

digging the endless treasures of fastai

A simple image dataset EDA tool (CLI / Code)

Computer Graphics vs Real Photographic Images : A Deep-learning approach

Code to reproduce 'Deep Learning for Decentralized Parking Lot Occupancy Detection' paper.

Performing Leaf Image classification for Recognition of Plant Diseases using various types of CNN Architecture, For detection of Diseased Leaf and thus helping the increase in crop yield.

Deep Learning Applications (Darknet - YOLOv3, YOLOv4 | DeOldify - Image Colorization, Video Colorization | Face-Recognition) with Google Colaboratory - on the free Tesla K80/Tesla T4/Tesla P100 GPU - using Keras, Tensorflow and PyTorch.

Swift kernel for Google Colaboratory

No description or website provided.

A fastai/PyTorch package for unpaired image-to-image translation.

NSFW classify model implemented with tensorflow.

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PiGallery: AI-powered Self-hosted Secure Multi-user Image Gallery and Detailed Image analysis using Machine Learning, EXIF Parsing and Geo Tagging