19 different types of Sports ball image recognition.
A Streamlit app to predict what is cooking
Leveraging Language Models for Sequence Labeling Using fastai
Use it for various segmentation tasks. Features include image label creation, ResNet34 neural network model (arch) training and image prediction.
An educational and fun web application where children can doodle simple mathematical expressions and the deep learning model will show the answers with meaningful animation.
This is repository that spits out model for recognizing peninsula or sandwich.
Super easy library for BERT based NLP models
Leaffliction - Leaf Disease Recognition using Computer Vision
Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)
Automated & Augmented ML Toolbox for Image Classification
This repo shows how to implement a training on CIFAR10 dataset with different Deep Learning frameworks: FastAI, JAX, Keras, MXNet, PaddlePaddle, Pytorch and Pytorch-lightning. An article was written to compare the ease of implementation (user friendly coding, ease of finding information online, etc.), time per epoch, memory and GPU usage, etc.
神经网络模型训练研究学习
An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come
COVID-19 Chest XRAY Detection using Streamlit
Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning
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