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Top 23 Python Gan Projects
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.Project mention: Open source software has gotten a lot better at having smooth swaps. Below is what i got. | /r/faceswap | 2023-06-28
Mainly as the base model. https://insightface.ai/ There was some post processing done to further improve quality. https://github.com/TencentARC/GFPGAN
Image-to-Image Translation in PyTorchProject mention: List of AI-Models | /r/GPT_do_dah | 2023-05-16
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Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
A list of all named GANs!Project mention: [哲老嗨进]chatGPT和Diffusion model的成功是不是说明还原论是对的? | /r/Youmo | 2023-03-02
A MNIST-like fashion product database. Benchmark :point_down:Project mention: Pre-Trained ML models for labeling retail images? Upload an image of a dress shirt and the labels output are “long sleeve, men’s, button down, collar, formal, dress shirt” or better? | /r/learnmachinelearning | 2023-04-25
Keras implementations of Generative Adversarial Networks.Project mention: Help understanding specific GAN model | /r/learnmachinelearning | 2023-03-28
If your goal is just to use a GAN, you can start here https://github.com/eriklindernoren/Keras-GAN
so-vits-svc fork with realtime support, improved interface and more features.Project mention: Zade - Çaresizim | /r/zfam | 2023-06-21
PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
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Deep Learning and Reinforcement Learning Library for Scientists and Engineers
Synthesizing and manipulating 2048x1024 images with conditional GANs
Gluon CV ToolkitProject mention: FOSS self-hosted image-to-text gpu accelerated object recognition ? Is there anything on the table yet ? | /r/selfhosted | 2023-03-30
https://github.com/amusi/awesome-object-detection https://mmdetection.readthedocs.io/en/latest/index.html https://github.com/thtrieu/darkflow https://github.com/OlafenwaMoses/ImageAI https://github.com/dmlc/gluon-cv https://github.com/aim-uofa/AdelaiDet/ https://github.com/aim-uofa/AdelaiDet/blob/master/configs/FCOS-Detection/README.md https://github.com/wizyoung/YOLOv3_TensorFlow
An arbitrary face-swapping framework on images and videos with one single trained model!Project mention: How do I transfer a face from one image to another image? | /r/StableDiffusion | 2023-07-11
simswap is an earlier alternative to roop, but they have a 512x512 model. https://github.com/neuralchen/SimSwap
人像卡通化探索项目 (photo-to-cartoon translation project)Project mention: Unstoppable Domains Launches AI-Generated Avatars | /r/CryptoCurrency | 2023-03-31
Here you can make your own: https://github.com/minivision-ai/photo2cartoon/blob/master/README_EN.md, for free. If you really want an nft, generate your own images and mint an nft on polygon for virtually nothing instead of paying unstoppable domains 15$
[CVPR2020] Adversarial Latent Autoencoders
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"Project mention: Piracy's the Way | /r/TopazLabs | 2023-03-30
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
Compute FID scores with PyTorch.Project mention: [D] A better way to compute the Fréchet Inception Distance (FID) | /r/MachineLearning | 2023-04-10
The Fréchet Inception Distance (FID) is a widespread metric to assess the quality of the distribution of a image generative model (GAN, Stable Diffusion, etc.). The metric is not trivial to implement as one needs to compute the trace of the square root of a matrix. In all PyTorch repositories I have seen that implement the FID (https://github.com/mseitzer/pytorch-fid, https://github.com/GaParmar/clean-fid, https://github.com/toshas/torch-fidelity, ...), the authors rely on SciPy's sqrtm to compute the square root of the matrix, which is unstable and slow.
A sketch extractor for anime/illustration.
Synthetic data generation for tabular dataProject mention: SDV: NEW Data - star count:1441.0 | /r/algoprojects | 2023-05-13
MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
Advanced Deep Learning with Keras, published by Packt
The collection of pre-trained, state-of-the-art AI models for ailia SDKProject mention: 10$ Full Body Tracking! I'm proud to release ToucanTrack (in Beta!). Get decent FBT with the power of 2 PS3 Eye Cameras and AI! | /r/VRchat | 2023-02-20
If you're looking for the differences in terms of how inference is done, I recommend you take a look at MediaPipe's source code. MediaPipe doesn't use raw code, but uses a "graph" instead (eg. pose_landmark_cpu.pbtxt), which can be visualised using MediaPipe Viz. I also used axinc-ai/ailia-models as the base (preprocessing, inference, postprocessing, etc...) which I further built upon (keypoint refinement, roi from keypoints, filtering / smoothing, etc...)
A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)Project mention: Dónde o como puedo aprender a hackear redes wifi | /r/programacion | 2023-05-31
Toolbox of models, callbacks, and datasets for AI/ML researchers.
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Python Gan related posts
How do I transfer a face from one image to another image?
1 project | /r/StableDiffusion | 11 Jul 2023
Open source software has gotten a lot better at having smooth swaps. Below is what i got.
2 projects | /r/faceswap | 28 Jun 2023
First look at DragGAN - the generative net that allows the user to drag a particular part of an image and shift it to the target place. Try it yourself: https://github.com/.../neural_networks/GAN/draggan.ipynb
4 projects | /r/StableDiffusion | 2 Jun 2023
Dónde o como puedo aprender a hackear redes wifi
1 project | /r/programacion | 31 May 2023
FaceSwap Suite Preview
3 projects | /r/StableDiffusion | 31 May 2023
What’s your approach to highly imbalanced data sets?
5 projects | /r/datascience | 26 May 2023
[D] Pre-trained weights for GANs online?
2 projects | /r/MachineLearning | 18 May 2023
A note from our sponsor - Onboard AI
getonboard.dev | 3 Dec 2023
What are some of the best open-source Gan projects in Python? This list will help you: