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FACEAPP Gender Swap Fake detection
In this project we used Deep Learning to detect fake images generated by FaceApp app gender swap feature.
deep-learning fastai code
Introduction to NLP using Fastai
Implementing and decoding the revolutionary ULMFiT approach to train a language model on any downstream NLP task.
natural-language-processing fastai ulmfit sentiment-analysis
Fastbook: Deep learning basics with fastai
These notebooks cover an introduction to deep learning, fastai, and PyTorch. fastai is a layered API for deep learning
deep-learning fastai code
DogandCatBreed Classifier
Model can to learn to differentiate between these 37 distinct categories
pytorch fastai article code
Spam Mail Classifier
Spam Mail Classifier based on Apache Spam Assassin dataset and part of Enron dataset Using ML and DL
machine-learning deep-learning fastai code
2nd Place Solution to Ship Identification Hackathon
The problem statement was to identify the type of ship from photos taken from the survey boats. The hackathon was organized by Analytics Vidhya.
computer-vision image-classification fastai pytorch
Time Series Classification Using Deep Learning
In this article, I will introduce you to a new package called timeseries for fastai2 that I lately developed.
time-series fastai tutorial article
FastHugs: Sequence Classification with Transformers and Fastai
Fine-tune a text classification model with HuggingFace 🤗 transformers and fastai-v2.
transformers fastai huggingface sequence-classification
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