mmuneebsaad

MedFM_Submission_Only

Solution for NeurIPS 2023 - MedFM Challenge

ml_without_tears

Code repository of ml-without-tears blog: https://mlwithouttears.com/

AppearanceFreeActionRecognition

[ECCV 2022] Is Appearance Free Action Recognition Possible?

efficient-kan

An efficient pure-PyTorch implementation of Kolmogorov-Arnold Network (KAN).

awesome-kan

A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.

ChebyKAN

Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.

VAR

[GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

OpenHands

🙌 OpenHands: Code Less, Make More

T-Rex

[ECCV2024] API code for T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy

img2img-turbo

One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more

FeatUp

Official code for "FeatUp: A Model-Agnostic Frameworkfor Features at Any Resolution" ICLR 2024

anyres-gan

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

stylegan2-ada-pytorch

StyleGAN2-ADA for generation of synthetic skin lesions

nerfies.github.io

causal-gen

(ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models

TTUR

Two time-scale update rule for training GANs

role-of-imagenet-classes-in-fid

The Role of ImageNet Classes in Fréchet Inception Distance

triq

TRIQ implementation

pytorch-msssim

Fast and differentiable MS-SSIM and SSIM for pytorch.

miseval.analysis

Source code for the publication: Towards a Guideline for Evaluation Metrics in Medical Image Segmentation

Benchmarking-Awesome-Diffusion-Models

The benchmark of SOTA text-to-image diffusion models with a new benchmarking strategy based on MiniGPT-4, namely X-IQE.

DeepCovid

stylegan3-fun

Modifications of the official PyTorch implementation of StyleGAN3. Let's easily generate images and videos with StyleGAN2/2-ADA/3!

Ultra-Data-Efficient-GAN-Training

[NeurIPS'21] "Ultra-Data-Efficient GAN Training: Drawing A Lottery Ticket First, Then Training It Toughly", Tianlong Chen, Yu Cheng, Zhe Gan, Jingjing Liu, Zhangyang Wang

pytorch-grad-cam

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

Mode_Collapse

Mode collapse example of GANs in 2D (PyTorch).

MachineLearning-DeepLearning-Code-for-my-YouTube-Channel

The full collection of all codes for my Youtube Channel segregated as per topic.

progressive-gan-pytorch

Implemetatin of Progressive Growing of GANs in PyTorch

StyleGAN-PyTorch

A simple implementation of Style-Based Generator Architecture for Generative Adversarial Networks with pytorch