epsilon-deltta

ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

SimMIM

This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".

Feature-Distillation

ipywidgets

Interactive Widgets for the Jupyter Notebook

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

PatchCore_anomaly_detection

Unofficial implementation of PatchCore anomaly detection

MVTec-Anomaly-Detection

This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.

cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

KoGPT2

Korean GPT-2 pretrained cased (KoGPT2)

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

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

fastai

The fastai deep learning library

CutLER

Code release for "Cut and Learn for Unsupervised Object Detection and Instance Segmentation" and "VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation"

tpu

Reference models and tools for Cloud TPUs.

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

CBNetV2

[TIP 2022] CBNetV2: A Composite Backbone Network Architecture for Object Detection

CBNet_caffe

Composite Backbone Network (AAAI20)

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

Painter

Painter & SegGPT Series: Vision Foundation Models from BAAI

pytorch-lightning-template

my useful torch lightning training template

pytorch-cifar

95.47% on CIFAR10 with PyTorch

mixup-cifar10

mixup: Beyond Empirical Risk Minimization

prettytensor

Pretty Tensor: Fluent Networks in TensorFlow

graph-prediction

Graph prediction using diverse networks in the OGB(Open Graph Benchmark)'s HIV dataset. The HIV dataset tested the ability to inhibit HIV replication for over 40 000(classication task between inactive (CI) and active (CA and CM)).

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

model-soups

Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time

Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

BLOOM_Examples

Some quick BLOOM LLM examples