COVID-CT
xrays-and-gradcam
COVID-CT | xrays-and-gradcam | |
---|---|---|
1 | 3 | |
1,078 | 44 | |
- | - | |
0.0 | 0.0 | |
3 months ago | almost 3 years ago | |
Jupyter Notebook | Jupyter Notebook | |
- | MIT License |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
COVID-CT
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Build an Image Classification API Using Django Rest Framework.
CT Scan images (750 images) were obtained from: https://github.com/UCSD-AI4H/COVID-CT/tree/master/Data-split
xrays-and-gradcam
- Diagnose COVID-19 from X-Rays with AI
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Classification and Gradient-based Localization of Chest Radiographs
Github Repository: https://github.com/priyavrat-misra/xrays-and-gradcam
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[D] The future of open-source AI
I did this project a while back, which follows an alternate and quicker approach for COVID-19 diagnosis than RT-PCR. Recently, DRDO's Centre for Artificial Intelligence and Robotics (CAIR) developed a tool following the same approach (source).
What are some alternatives?
Django-Covid-19-Detector-API
pytorch-GAT - My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!
SKAB - SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.
adaptnlp - An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.
Face-Mask-Detection - Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
gan-vae-pretrained-pytorch - Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.
mac-miller-lyrics-dataset - Dataset with lyrics from Mac Miller
BLOOM-fine-tuning - Finetune BLOOM
covid-chestxray-dataset - We are building an open database of COVID-19 cases with chest X-ray or CT images.