BigDong's Projects
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Automatic architecture search and hyperparameter optimization for PyTorch
A collection of awesome underwater image enhancement methods.
Pointers to large-scale underwater datasets and relevant resources.
BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
PyTorch implementation of DiffusionDet (https://arxiv.org/abs/2211.09788)
Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"
Pytorch implementation for "Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets" (ECCV 2020 Spotlight)
EasyLiterature is an open-sourced, Python-based command line tool for automatic literature management.
This is Python implementation for a underwater image enhancement paper "Enhancement of Underwater Images with Statistical Model of Background Light and Optimization of Transmission Map"
PyTorch extensions for high performance and large scale training.
Library for fast text representation and classification.
:octocat: Generate a slug just like GitHub does for markdown headings.
Group R-CNN for Point-based Weakly Semi-supervised Object Detection (CVPR2022)
Hack OpenAI LLMs' System Prompts By Reverse Prompt Engineering
Code for the paper "Evaluating Large Language Models Trained on Code"
InternLM has open-sourced 7 and 20 billion parameter base models and chat models tailored for practical scenarios and the training system.
LAVIS - A One-stop Library for Language-Vision Intelligence
SwiftUI iOS ๅผๅๅ
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LightEval is a lightweight LLM evaluation suite that Hugging Face has been using internally with the recently released LLM data processing library datatrove and LLM training library nanotron.
Inference code for Llama models
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LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
Low Quality Image Toolbox