KathPra's Stars
huggingface/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), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
meta-llama/llama3
The official Meta Llama 3 GitHub site
meta-llama/llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
google-research/vision_transformer
mlfoundations/open_clip
An open source implementation of CLIP.
lmcinnes/umap
Uniform Manifold Approximation and Projection
vikhyat/moondream
tiny vision language model
rom1504/img2dataset
Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.
rom1504/clip-retrieval
Easily compute clip embeddings and build a clip retrieval system with them
webdataset/webdataset
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
google-research/big_vision
Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
facebookresearch/ConvNeXt-V2
Code release for ConvNeXt V2 model
facebookresearch/MetaCLIP
ICLR2024 Spotlight: curation/training code, metadata, distribution and pre-trained models for MetaCLIP; CVPR 2024: MoDE: CLIP Data Experts via Clustering
fastai/imagenette
A smaller subset of 10 easily classified classes from Imagenet, and a little more French
hendrycks/natural-adv-examples
A Harder ImageNet Test Set (CVPR 2021)
LAION-AI/CLIP_benchmark
CLIP-like model evaluation
LAION-AI/CLIP-based-NSFW-Detector
MILVLG/bottom-up-attention.pytorch
A PyTorch reimplementation of bottom-up-attention models
facebookresearch/grid-feats-vqa
Grid features pre-training code for visual question answering
hendrycks/imagenet-r
ImageNet-R(endition) and DeepAugment (ICCV 2021)
bjoern-andres/graph
Graphs and Graph Algorithms in C++, including Minimum Cost (Lifted) Multicuts
mertyg/vision-language-models-are-bows
Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR 2023
facebookresearch/isc2021
Code for the Image similarity challenge.
benchaplin/hungarian-algorithm
Python 3 implementation of the Hungarian Algorithm
ExplainableML/WaffleCLIP
Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts"
ZhouYuxuanYX/MultiMax
This is the official implementation of our ICML 2024 paper "MultiMax: Sparse and Multi-Modal Attention Learning""
zhutong0219/ITIN
Multimodal Sentiment Analysis with Image-Text Interaction Network
HY-Wong/Thesis
shashankskagnihotri/adv_mmsegmentation
shashankskagnihotri/pruneshift-public