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Top 23 Python convolutional-neural-network Projects
A MNIST-like fashion product database. Benchmark :point_down:Project mention: The Paradigm Shift Towards Multimodal AI Jina AI MLOps for Multimodal AI Neural Search and Creative AI | dev.to | 2022-12-05
Compared to NLP, I came to the field of computer vision (CV) pretty late. While at Zalando in 2017, I published a paper on the Fashion-MNIST dataset. This dataset is a drop-in replacement of Yann LeCun's original MNIST dataset from 1990 (a set of simple handwritten digits for benchmarking computer vision algorithms.) The original MNIST dataset was too trivial for many algorithms – shallow learning algorithms such as logistic regression, decision trees, and support vector machines could easily hit 90% accuracy, leaving little room for deep learning algorithms to shine.
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
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Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devicesProject mention: FOSS self-hosted image-to-text gpu accelerated object recognition ? Is there anything on the table yet ? | reddit.com/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
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.Project mention: A tech worker is selling a children's book he made using AI. Professional illustrators are pissed. | reddit.com/r/books | 2022-12-15
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.Project mention: Cool Github repositories for Everyone | dev.to | 2022-12-29
Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.Project mention: Researchers From China Introduce Vision GNN (ViG): A Graph Neural Network For Computer Vision Systems | reddit.com/r/machinelearningnews | 2022-06-08
Continue reading | Check out the paper, github
PyTorch implementation of Super SloMo by Jiang et al.
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Convolutional Neural Networks to predict the aesthetic and technical quality of images.Project mention: And so it begins: AI(Midjourney) wins art competition without anyone realising. | reddit.com/r/singularity | 2022-08-31
It's an ongoing research area, but here's a Google model that assigns images ratings based on how good they look. It's pretty good, and it's from 2019 so not even close to state of the art. Paired with Stable Diffusion, it could indeed curate itself. I might have to try that actually.
CNN Image Retrieval in PyTorch: Training and evaluating CNNs for Image Retrieval in PyTorchProject mention: [R] Any Content Based Image Retrieval Pretrained Models? | reddit.com/r/MachineLearning | 2022-07-22
https://github.com/filipradenovic/cnnimageretrieval-pytorch is still probably the best one that is public.
SincNet is a neural architecture for efficiently processing raw audio samples.Project mention: Does this SincNet (neural architecture) contain a discriminator? | reddit.com/r/learnmachinelearning | 2022-12-30
Head pose estimation by TensorFlow and OpenCVProject mention: [HELP] Head Pose Estimation project | reddit.com/r/tasker | 2022-04-26
A Linux library for this which uses Python, TenorFlow and Numpy is available: Yinguobing Library
Next RecSys Library
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/Project mention: YOLOv6: Redefine state-of-the-art for object detection | news.ycombinator.com | 2022-06-29
[ICLR'23 Spotlight] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling" (by keyu-tian)Project mention: [R] [ICLR'2023 Spotlight🌟]: The first BERT-style pretraining on CNNs! | reddit.com/r/MachineLearning | 2023-01-22
For more details on SparK, please see our paper and code&demo, or shoot us questions!
Can Neural Networks Crack Sudoku?Project mention: Amber Heards own audio recordings show her not letting Johnny Depp leave and emotionally blackmail mailing him | reddit.com/r/videos | 2022-04-26
infographic for the curious
Repository for most of the code from my YouTube channel
BCDU-Net : Medical Image Segmentation
Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"Project mention: Can't find images? | reddit.com/r/StableDiffusion | 2022-09-06
Downloading: "https://github.com/DagnyT/hardnet/raw/master/pretrained/train_liberty_with_aug/checkpoint_liberty_with_aug.pth" to /home/showjdgb/.cache/torch/hub/checkpoints/checkpoint_liberty_with_aug.pth
Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"Project mention: Auto tagging Images ( particularly for p0rn ) scene-wise | reddit.com/r/deeplearning | 2022-10-01
Found relevant code at https://github.com/DenisTome/Lifting-from-the-Deep-release + all code implementations here
Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"
A sign language interpreter using live video feed from the camera.Project mention: AI tool to convert ASL(American Sign language) into English. | reddit.com/r/awesome | 2023-03-02
While I could not find that one exactly, I did find this
ConvNet learns to play Need For Speed
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow 2.0
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Python convolutional-neural-networks related posts
[R] [ICLR'2023 Spotlight🌟]: The first BERT-style pretraining on CNNs!
1 project | reddit.com/r/MachineLearning | 22 Jan 2023
[R] A new work makes CNNs (e.g., ResNet) enjoy the BERT-style pretraining! (with a video demo)
2 projects | reddit.com/r/MachineLearning | 17 Jan 2023
Sharpened Cosine Distance as an Alternative for Convolutions
2 projects | news.ycombinator.com | 22 Jul 2022
Researchers From China Introduce Vision GNN (ViG): A Graph Neural Network For Computer Vision Systems
1 project | reddit.com/r/machinelearningnews | 8 Jun 2022
GNN for computer vision, beating CNN & Transformer
1 project | reddit.com/r/deeplearning | 4 Jun 2022
Amber Heards own audio recordings show her not letting Johnny Depp leave and emotionally blackmail mailing him
1 project | reddit.com/r/videos | 26 Apr 2022
Intrinsic Curiosity Module Pytorch multithreading cpu unable to fix seeds
1 project | reddit.com/r/reinforcementlearning | 1 Apr 2022
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What are some of the best open-source convolutional-neural-network projects in Python? This list will help you: