taskswithcode/SimMIM Fork of microsoft/SimMIM

Task:Image classification. SOTA Rank #3 (87.1% top-1 accuracy -July 2022). Self-supervised and then fine-tuned. Current (July 2022) supervised SOTA for image classification is 91%

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taskswithcode/taming-transformers Fork of CompVis/taming-transformers

Task:Exploration (quantizing images into discrete codes). Reproducible versions (notebook & docker file) of Taming Transformers for High-Resolution Image Synthesis

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taskswithcode/taskswithcode

Profile banner

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taskswithcode/vq_mae

Task:Exploration (using quantized images as input to MAE to see if it improves performance). Vector quantized input variant of MAE

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taskswithcode/sgpt Fork of Muennighoff/sgpt

SGPT: GPT Sentence Embeddings for Semantic Search

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taskswithcode/sentence_similarity_hf_model

Comparing popular sentence similarity model with SOTA models

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taskswithcode/SimCSE Fork of princeton-nlp/SimCSE

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

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taskswithcode/point-e Fork of openai/point-e

Point cloud diffusion for 3D model synthesis

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taskswithcode/mae Fork of facebookresearch/mae

Task:Image classification. SOTA Rank #1 (87.8% top-1 accuracy - July 2022). Self-supervised and then fine-tuned. Current(July 2022) supervised SOTA for image classification is 91%

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taskswithcode/MLIntro

ConceptsWithCode - notebooks repo

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taskswithcode/openai_api

Wrapper around OpenAI sentence embedding API

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taskswithcode/probability_for_ml_notebooks

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taskswithcode/latent-diffusion Fork of CompVis/latent-diffusion

Task:Exploration (quantizing images into discrete codes). Reproducible versions (notebook & docker file) of High-Resolution Image Synthesis with Latent Diffusion Models

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taskswithcode/image_assets

A repo to store image assets for use in other repos

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taskswithcode/GRiT Fork of JialianW/GRiT

GRiT: A Generative Region-to-text Transformer for Object Understanding (https://arxiv.org/abs/2212.00280)

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taskswithcode/DOVER Fork of VQAssessment/DOVER

Official Code for paper "Disentangling Aesthetic and Technical Effects for Video Quality Assessment of User Generated Content".

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taskswithcode/DCPCSE Fork of YJiangcm/PromCSE

Deep Continuous Prompt for Contrastive Learning of Sentence Embeddings

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taskswithcode/banana_hello

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taskswithcode/awesome-chatgpt-prompts Fork of f/awesome-chatgpt-prompts

This repo includes ChatGPT promt curation to use ChatGPT better.

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taskswithcode/GPTTokenizationTutorial

Notebook to understand how Byte level BPE tokenizer used in GPT models avoids unknown (UNK) token

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taskswithcode/sota_researchers_with_published_code

Researchers who published code, models (in some cases), and demo apps (in few cases) along with their SOTA paper

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taskswithcode/InSPyReNet Fork of plemeri/InSPyReNet

Revisiting Image Pyramid Structure for High Resolution Salient Object Detection (ACCV2022)

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taskswithcode/TWC-Contributions

Contributions to ML tasks in the form of Tools, Videos , Notebooks, Apps and APIs

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taskswithcode/salient_object_detection_app

App to perform salient object detection in an image. The background could be removed.

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taskswithcode/semantic_clustering_app

About App to compare state-of-the-art models for semantic clustering task

Language: Python - Size: 21.7 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

taskswithcode/semantic_search_app

App to compare state-of-the-art models for sentence similarity task

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taskswithcode/sentence_similarity_app

App to compare state-of-the-art models for sentence similarity task

Language: Python - Size: 18.2 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1