Deep-Learning-Computer-Vision
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Deep-Learning-Computer-Vision | ktrain | |
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1 | 2 | |
106 | 1,211 | |
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2.6 | 8.4 | |
about 3 years ago | 24 days ago | |
Jupyter Notebook | Jupyter Notebook | |
- | Apache License 2.0 |
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Deep-Learning-Computer-Vision
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Assignment solutions for Stanford CS231n and Michigan EECS 498-007/598-005
Here is the link to my GitHub repository.
ktrain
- Use TensorFlow to run basic regressions like Google AutoML (tabular)
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Increase accuracy of NLP sentiment analysis?
Could be the last resort: pre-trained transformers through ktrain (ktrain has very detailed tutorials and examples)
What are some alternatives?
cs231n - Note and Assignments for CS231n: Convolutional Neural Networks for Visual Recognition
best-of-ml-python - 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
stanford-CS229 - Python solutions to the problem sets of Stanford's graduate course on Machine Learning, taught by Prof. Andrew Ng [UnavailableForLegalReasons - Repository access blocked]
osumapper - An automatic beatmap generator using Tensorflow / Deep Learning.
computervision-recipes - Best Practices, code samples, and documentation for Computer Vision.
GatedTabTransformer - A deep learning tabular classification architecture inspired by TabTransformer with integrated gated multilayer perceptron.
Face-Mask-Detection - Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
do-it-in-keras - Modern Deep Learning architectures and tasks implemented in Keras.
pytorch-implementations - A collection of paper implementations using the PyTorch framework
Mask-RCNN-Implementation - Mask RCNN Implementation on Custom Data(Labelme)
HugsVision - HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
konfuzio-sdk - OCR, extract and classify documents. In addition, annotate documents and build your own NLP and Computer Vision models using Python by downloading the data. Find examples in our Colab Notebooks, e. g. how to fine-tune Flair.