fastai-dockerFast.AI course complete docker container for Paperspace and Gradient
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favorite-research-papersListing my favorite research papers 📝 from different fields as I read them.
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BA3UScode for our ECCV 2020 paper "A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation"
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metroSpeed Trainer Metronome
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TrainCaffeCustomDatasetTransfer learning in Caffe: example on how to train CaffeNet on custom dataset
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bsec bme680 linuxRead the BME680 sensor with the BSEC library on Linux (e.g. Raspberry Pi)
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deep-learningProjects include the application of transfer learning to build a convolutional neural network (CNN) that identifies the artist of a painting, the building of predictive models for Bitcoin price data using Long Short-Term Memory recurrent neural networks (LSTMs) and a tutorial explaining how to build two types of neural network using as input the…
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tomatoTurkish-Ottoman Makam (M)usic Analysis TOolbox
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brand-sentiment-analysisScripts utilizing Heartex platform to build brand sentiment analysis from the news
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AB distillationKnowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons (AAAI 2019)
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fastdownloadEasily download, verify, and extract archives
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da-tacosA Dataset for Cover Song Identification and Understanding
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neuro-evolutionA project on improving Neural Networks performance by using Genetic Algorithms.
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react-native-tone🎶 Generate sine waves with frequency and amplitude (iOS only).
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nlp workshop odsc europe20Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and T…
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task-transferabilityData and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.
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sparsezooNeural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
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SimPLECode for the paper: "SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification"
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tamnun-mlAn easy to use open-source library for advanced Deep Learning and Natural Language Processing
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cups-rlCustomisable Unified Physical Simulations (CUPS) for Reinforcement Learning. Experiments run on the ai2thor environment (http://ai2thor.allenai.org/) e.g. using A3C, RainbowDQN and A3C_GA (Gated Attention multi-modal fusion) for Task-Oriented Language Grounding (tasks specified by natural language instructions) e.g. "Pick up the Cup or else"
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sign2textReal-time AI-powered translation of American sign language to text
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ECNDNetEnhanced CNN for image denoising (CAAI Transactions on Intelligence Technology, 2019)
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fastblogMy fastai blog
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DeepLearning-PadhAIAll the code files related to the deep learning course from PadhAI
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spafe🔉 spafe: Simplified Python Audio Features Extraction
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meta-learning-progressRepository to track the progress in Meta-Learning (MtL), including the datasets and the current state-of-the-art for the most common MtL problems.
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SAMD TimerInterruptThis library enables you to use Interrupt from Hardware Timers on an SAMD-based board. These SAMD Hardware Timers, using Interrupt, still work even if other functions are blocking. Moreover, they are much more precise (certainly depending on clock frequency accuracy) than other software timers using millis() or micros(). That's mandatory if you …
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paper annotationsA place to keep track of all the annotated papers.
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fastai slackGet Slack notifications while training FastAI models
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labml🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
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image-background-remove-tool✂️ Automated high-quality background removal framework for an image using neural networks. ✂️
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DebugVisionPortable set of log collection and visualization tools
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DeepLearning-IDSNetwork Intrusion Detection System using Deep Learning Techniques
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musicntwrkNetwork Analysis of Generalized Musical Spaces
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UnityImageSynthesisTutorial1Use Unity to generate synthetic images for deep learning image segmentation in PyTorch and fastai
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MoeFlowRepository for anime characters recognition website, powered by TensorFlow
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object detectionImplementatoin of object detection using Tensorflow 2.1.0 | this can be use in a car for object detection
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arrangerAn AI for Automatic Instrumentation
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fasterai1FasterAI: A repository for making smaller and faster models with the FastAI library.
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