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Anomaly Detection(AD)
Anomaly DetectionASR
Automatic Speech RecognitionBooks
Change Detection(CD)
Change DetectionCommon
about deep learningCP
Category PredictionCTR
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human face relatedFLOWs
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IR
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segmentation & mattingSelf-Supervised
self-supervised relatedSpeech
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⛹️ Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial
[ECCV 2024] Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
📝Awesome and classical image retrieval papers
WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)
High-quality datasets, tools, and concepts for LLM fine-tuning.
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
推荐系统入门教程,在线阅读地址:https://datawhalechina.github.io/fun-rec/
MiniCPM-Llama3-V 2.5: A GPT-4V Level Multimodal LLM on Your Phone
Super easy library for BERT based NLP models
Taming Transformers for High-Resolution Image Synthesis
A Natural Language Processing based project that aims at categorizing e-commerce products based on their description using Machine Learning and Deep Learning techniques (implemented using PyTorch).
Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).
Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification"
A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
商品类目预测,使用 Spring Boot 开发框架和 Spark MLlib 机器学习框架,通过 TF-IDF 和 Bayes 算法,训练出一个商品类目预测模型。该模型可以根据商品名称自动预测出商品类目。项目对外提供 RESTFul 接口。
PyTorch Implementation of Deep Hierarchical Classification for Category Prediction in E-commerce System
Pytorch-Named-Entity-Recognition-with-BERT
LAVIS - A One-stop Library for Language-Vision Intelligence
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
MTEB: Massive Text Embedding Benchmark
Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
A learning rate range test implementation in PyTorch