Search Results for "neural"
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Showing 34 open source projects for "neural"
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Image-Editor
AI based photo editing website for changing image background
...With cv2, you can easily read, write, filter, and display images, and much more. Image-Editor uses Mediapipe's selfie_segmentation model for background removal in real-time video streams. This advanced model uses deep neural networks to detect and remove the background. -
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ML Sharp
Sharp Monocular View Synthesis in Less Than a Second
...Instead of requiring multi-view input, it predicts the parameters of a 3D Gaussian scene representation directly from one image using a single forward pass through a neural network. The core idea is speed: the 3D representation is produced in under a second on a standard GPU, and then the resulting scene can be rendered in real time to generate new views interactively. The representation is metric, meaning it supports camera movements with an absolute scale rather than only relative depth cues, which is useful for consistent viewpoint changes and downstream spatial tasks. ... -
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Kornia
Open Source Differentiable Computer Vision Library
...At its core, the package uses PyTorch as its main backend both for efficiency and to take advantage of the reverse-mode auto-differentiation to define and compute the gradient of complex functions. Inspired by existing packages, this library is composed by a subset of packages containing operators that can be inserted within neural networks to train models to perform image transformations, epipolar geometry, depth estimation, and low-level image processing such as filtering and edge detection that operate directly on tensors. With Kornia we fill the gap between classical and deep computer vision that implements standard and advanced vision algorithms for AI. ... -
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VGGSfM
VGGSfM: Visual Geometry Grounded Deep Structure From Motion
...It leverages tools like PyCOLMAP, poselib, LightGlue, and PyTorch3D for feature matching, pose estimation, and visualization. With minimal configuration, users can process single scenes or full video sequences, apply motion masks to exclude moving objects, and train neural radiance or splatting models directly from reconstructed outputs. -
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Waifu2x-Extension-GUI
Photo/Video/GIF enlargement using machine learning
Image & GIF & Video Super-Resolution using Deep Convolutional Neural Networks. Built-in image processing algorithm: Waifu2x / SRMD / RealSR / Anime4K / ACNet Built-in image processing engine: Waifu2x-caffe / Waifu2x-converter / Waifu2x-ncnn-vulkan / SRMD-ncnn-vulkan / RealSR-ncnn-vulkan / Anime4KCPP Github: https://github.com/AaronFeng753/Waifu2x-Extension-GUI -
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MMDeploy
OpenMMLab Model Deployment Framework
...Models can be exported and run in several backends, and more will be compatible. All kinds of modules in the SDK can be extended, such as Transform for image processing, Net for Neural Network inference, Module for postprocessing and so on. Install and build your target backend. ONNX Runtime is a cross-platform inference and training accelerator compatible with many popular ML/DNN frameworks. Please read getting_started for the basic usage of MMDeploy. -
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DALL-E 2 - Pytorch
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch. The main novelty seems to be an extra layer of indirection with the prior network (whether it is an autoregressive transformer or a diffusion network), which predicts an image embedding based on the text embedding from CLIP. Specifically, this repository will only build out the diffusion prior network, as it is the best performing variant (but which incidentally involves a causal transformer as the denoising network) To train DALLE-2 is a 3 step process, with the training of CLIP being the most important. ... -
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Grabber of Pictures
Quick search and download pictures from Google Images
...Cross platform application (Windows, Linux and MacOS) User friendly and multilingual interface Search for an unlimited number of pictures Search for a custom number of pictures Custom selecting images for download Batch image search by several keywords and phrases separated by commas Downloading pictures in several streams Save/reset your image search configuration Drag and drop image from preview to any destination (folder, video editor, etc.) The use of grabber Grabber of Pictures allows to download Google images for collecting data for training neural networks, a selection of images for media projects, Youtube videos, etc -
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TenorSpace.js
Neural network 3D visualization framework
TensorSpace is a neural network 3D visualization framework built using TensorFlow.js, Three.js and Tween.js. TensorSpace provides Keras-like APIs to build deep learning layers, load pre-trained models, and generate a 3D visualization in the browser. From TensorSpace, it is intuitive to learn what the model structure is, how the model is trained and how the model predicts the results based on the intermediate information. -
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Simd
High performance image processing library in C++
...It provides many useful high performance algorithms for image processing such as: pixel format conversion, image scaling and filtration, extraction of statistic information from images, motion detection, object detection (HAAR and LBP classifier cascades) and classification, neural network. The algorithms are optimized with using of different SIMD CPU extensions. In particular the library supports following CPU extensions: SSE, SSE2, SSE3, SSSE3, SSE4.1, SSE4.2, AVX, AVX2 and AVX-512 for x86/x64, VMX(Altivec) and VSX(Power7) for PowerPC, NEON for ARM. The Simd Library has C API and also contains useful C++ classes and functions to facilitate access to C API. ... -
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waifu2x
Single-image super-resolution for anime-style art
Single-Image Super-Resolution for Anime-Style Art using Deep Convolutional Neural Networks. And it supports photo. You can train your own model, change image size, reduce image noise, upscale and customize your image's style. It provides the option of converting and downloading your edited images. -
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pngnq-s9
A modified pngnq: convert png images to 256 colours.
pngnq-s9 is a modified version of pngnq, the neural network colour quantizer for png images. Like pngnq, pngnq-s9 takes a full 32 bit RGBA png image, selects a palette of up to 256 colours, and then redraws the image in 8 bit indexed mode. The resulting image can be up to 70% smaller than the original. pngnq-s9 adds several new options to pngnq including the ability to augment a user-supplied palette, the ability to quantize in the YUV colour space, and the ability to give more or less weight to specific colour components when quantizing. ... -
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Dex3D2
3D Engine with some extra features based on the D3x3D Engine for VB6
This app is depending on http://roytools.sourceforge.net/ Supported 3D Formats (Import) ---------------------------------- .dex (Dex3D) .3ds (3D Studio Binary) .asc (3D Studio ASCII) .3mf (3D Manufacturing Format) .obj/.mtl (Wavefront) .vobj/.mvobj (Oldskool Demomaker Meshes) .gvo (Inertia 3DFX) .stl (Stereolithography Binary) .super3D (Super 3D) .mesh (MedIt (Inria)) .plg (Render 386) .off (Geomview) .smf (Simple Mesh Format) .rwx (Renderware) .lwo (Lightwave Binary) .iob (SoftImage 3.0/Turbo Silver) .b3d (Blitz Basic 3D) .ply (Standford Polygon File Format ASCII & Binary) .dxf (AutoCad) .q3o (Quick 3D) .nff (Neural ASCII Format by Sense8) .raw (Aldus Super 3D (Mac)) .geo (Videoscape 3D) Supported 3D Formats (Export) ---------------------------------- .vobj (Oldskool Demomaker Mesh) .mvobj (Oldskool Demomaker Multi Mesh) .dex (Dex3D) .obj/.mtl (Wavefront) .rwx (Renderware) .off (Geomview) .wrl (VRML 1.0) .ply (Standford Polygon File Format ASC -
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lavalamp>3
screen colors get changed by a neural net
On the full screen or a frame the colors get changed dynamically by using a image recognition neural net. -
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RNNLIB is a recurrent neural network library for sequence learning problems. Applicable to most types of spatiotemporal data, it has proven particularly effective for speech and handwriting recognition. full installation and usage instructions given at http://sourceforge.net/p/rnnl/wiki/Home/
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A library written in C# for encoding and decoding animated Graphics Interchange Format (GIF) images. Based on NGif http://www.codeproject.com/KB/GDI-plus/NGif.aspx. Includes sample apps for encoding and decoding GIF files.
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detect human presence Uses artificial neural network Complete netbeans project No need to train Just start to use it as u like!
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...Finding patient disease started by taking Fourier transform (FFT) from input signal and extract a single cycle. Based on some heuristic algorithm the most important feature like P , Q , R , S , T captured and feed to trained neural network. and so the final decision made by CNN library. As mentioned before this software also capable do some image processing on scanned paper to lower the final costs.
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Qt Handwriting Recognizing it's a simple Qt GUI interface of a artificial neural network to provide handwrite recognition. This project use FANN (Fast Artificial Neural Network) on first approach.
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Neuroph OCR - Handwriting Recognition is developed to recognize hand written letter and characters. It's engine derived's from the Java Neural Network Framework - Neuroph and as such it can be used as a standalone project or a Neuroph plug in.
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A way to make funny images and video with neural nets, genetic algorithms and a well found fitness function! It changes you computer in a modern art's artist.
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darknocK detects edges in images. It is using Artificial Neural Networks to enchance the results of standard algorithms.
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This project uses massively parallel Graphics Processing Units(GPU) for neural network(Backpropagation) purposes.
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A small 3d engine for making virtual characters. Includes a simple GUI interface for building a character with physics and procedural animation using neural networks. Developers can use the engine library to make simple games or to run simulations.
