SSD-pytorch
torchsde
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| SSD-pytorch | torchsde | |
|---|---|---|
| 6 | 5 | |
| 159 | 1,473 | |
| - | 3.3% | |
| 0.0 | 4.8 | |
| about 3 years ago | 7 months ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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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.
SSD-pytorch
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Minimal implementation of SSD: Single Shot MultiBox Detector
Source code: https://github.com/uvipen/SSD-pytorch
Source code: https://github.com/uvipen/SSD-pytorch
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My minimal implementation of SSD: Single Shot MultiBox Detector
Source code: https://github.com/uvipen/SSD-pytorch
torchsde
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Google Research • Differentiable SDE solvers with GPU support and efficient sensitivity analysis in PyTorch. For stochastic differential equations in your deep learning models
Github: https://github.com/google-research/torchsde
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[D] Ideal deep learning library
So not just that paper, but also our follow-up papers on the same topic: Neural SDEs as Infinite-Dimensional GANs Efficient and Accurate Gradients for Neural SDEs are in fact implemented in PyTorch, specifically the torchsde library. (Disclaimer: of which I am a developer.)
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[D] Is there any way for GAN to generate arbitrary length of time series signal?
Code: SDE-GAN example in torchsde.
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[P] Final Year Computer Science Project Suggestions
If you're interested in finance then I'd recommend Neural SDEs: https://arxiv.org/abs/2102.03657 https://arxiv.org/abs/2105.13493 https://github.com/google-research/torchsde/blob/master/examples/sde_gan.py
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Simple & Fast GAN Training [D]
This may or may not fit what you're after.
What are some alternatives?
a-PyTorch-Tutorial-to-Object-Detection - SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
torchdyn - A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
faceswap - Deepfakes Software For All
pysindy - A package for the sparse identification of nonlinear dynamical systems from data
DeepFaceLab - DeepFaceLab is the leading software for creating deepfakes.
tabnet - PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
ssd_keras - A Keras port of Single Shot MultiBox Detector
NeuralCDE - Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)
pytorch-efficientdet-api - A PyTorch EfficientDet API for easy training and inference on custom datasets.
functorch - functorch is JAX-like composable function transforms for PyTorch.
DETReg - Official implementation of the CVPR 2022 paper "DETReg: Unsupervised Pretraining with Region Priors for Object Detection".
pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs