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1on1-questions

Mega list of 1 on 1 meeting questions compiled from a variety to sources

adan

Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

aitemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

badam

Adam with minor modifications which give significant improvement

basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

cmodel

Caffe-like explicit model constructor. C(onfig)Model

comfyui_segment_anything

Based on GroundingDino and SAM, use semantic strings to segment any element in an image. The comfyui version of sd-webui-segment-anything.

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

docker-nginx-static

Super Lightweight Nginx Image

fiftyone

The open-source tool for building high-quality datasets and computer vision models

guided-filter

Implementation of Guided Image Filtering.

hack-morj

keras-deeplab-v3-plus

Keras implementation of Deeplab v3+ with pretrained weights

lavis

LAVIS - A One-stop Library for Language-Vision Intelligence

lora

Using Low-rank adaptation to quickly fine-tune diffusion models.

next-xcit

onnx

Open standard for machine learning interoperability

opencities

DrivenData OpenCities competition

piq

Measures and metrics for image2image tasks. PyTorch.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

pytorch-tools

Tool box for PyTorch

pytorch_detection

Experiments with object detection. Originally copy of Nvidia/DeepLearningExamples

segmentation_models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

sk_linux

sk_sbermarket

skoltech_iw

Skoltech Innovation Workshop of 2019. Team 23

skoltech_thesis_template

This is an unofficial LaTeX template for MSc thesis in Skoltech.

sota_imagenet

Code for training on Imagenet to SOTA results using PyTorch