nprithviraj24

Prithvi Raju's starred repositories

workshops

This is a repository for all workshop related materials.

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Awesome-Scene-Text-Image-Super-Resolution

A collection of papers and resources on scene text image super-resolution.

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Language:Jupyter NotebookMIT4945900

pLitter

pLitter is a standardized, deep learning friendly dataset and pre-trained model that can be used for detecting plastic litter in streets , road-sides, etc. Additionally, all supplementary codes related to this repository are also published here.

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MachineLearningNotebooks

Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

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vision

Datasets, Transforms and Models specific to Computer Vision

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ImageRecognition-NumberPlateDetection

Uses KNN classification (Machine Learning) to detect Number plates.

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cog

Containers for machine learning

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pycls

Codebase for Image Classification Research, written in PyTorch.

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pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

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SwinT_detectron2

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cocoapi

COCO API - Dataset @ http://cocodataset.org/

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pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

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