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44 public repositories
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Implementation of popular deep learning networks with TensorRT network definition API
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
🔥 🔥 🔥 🔥 YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥 🔥 🔥
Updated
May 20, 2022
Python
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
[CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers
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Jul 30, 2021
Python
[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.
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Apr 20, 2022
Jupyter Notebook
A paper list of some recent Transformer-based CV works.
Updated
May 19, 2022
Python
A User Interface for DETR built with Dash. 100% Python.
Updated
May 16, 2022
Python
HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
Updated
Dec 25, 2021
Jupyter Notebook
Official PyTorch Implementation of SAM-DETR (CVPR 2022)
Updated
Apr 21, 2022
Python
[CVPR 2022 Oral]Official implementation of DN-DETR
[CVPR 2022 Oral] AdaMixer: A Fast-Converging Query-Based Object Detector
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Apr 27, 2022
Jupyter Notebook
Handwritten text recognition using transformers.
Updated
Dec 23, 2021
Jupyter Notebook
AI to Combat Environmental Pollution - detecting plastic waste in the environment to combat environmental pollution and promote circular economy (Deep Learning, PyTorch)
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Mar 12, 2022
Python
A Tensorflow implementation of the DETR object detection architecture.
Updated
May 23, 2021
Python
Fine-tune Facebook's DETR (DEtection TRansformer) on Colaboratory.
Updated
Sep 20, 2020
Jupyter Notebook
Summary of Transformer applications for computer vision tasks.
Reproducing the Linear Multihead Attention introduced in Linformer paper (Linformer: Self-Attention with Linear Complexity)
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Jun 23, 2020
Python
DETR - Faster RCNN implementation in tensorflow 2
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Mar 12, 2022
Python
Implementation of the paper : Deformable DETR: Deformable Transformers for End-to-End Object Detection (ICLR 2021)
Updated
Mar 16, 2021
Python
Transformer block in tf.keras similar to PyTorch's nn.Transformer block.
Updated
Jul 10, 2020
Jupyter Notebook
[AAAI2022 paper] Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics. More implementation for HOI detection will be contained in this repo.
Updated
Feb 6, 2022
Python
Deep Learning Model Optimization Using by TensorRT API
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May 14, 2022
Python
Deep learning approaches in detecting 14 different abnormalities via Chest X-Ray images
Updated
Jan 16, 2022
Jupyter Notebook
Searching for galaxies in DSS infrared imaging using DETR
Updated
Jan 23, 2021
Jupyter Notebook
Detection of Drones using Computer Vision Algorithms
Updated
Nov 4, 2021
Jupyter Notebook
A collection of some awesome Anchor-Free series projects.
A simple demo of how to use Facebook's DETR object detector for inference. DETR: End-to-End Object Detection with Transformers.
Updated
Jun 19, 2020
Jupyter Notebook
TF 2.x implementation of DETR (End-to-End Object Detection with Transformers, ECCV 2020).
Updated
Sep 20, 2020
Python
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