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46 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)
🔥 🔥 🔥 🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥 🔥 🔥
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Jul 12, 2022
Python
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
[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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Jul 9, 2022
Jupyter Notebook
A paper list of some recent Transformer-based CV works.
[CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers
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Jul 30, 2021
Python
[CVPR 2022 Oral]Official implementation of DN-DETR
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Jul 11, 2022
Python
Updated
Jun 13, 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
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May 24, 2022
Jupyter Notebook
[CVPR 2022 Oral] AdaMixer: A Fast-Converging Query-Based Object Detector
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Jul 2, 2022
Jupyter Notebook
Official PyTorch Implementation of SAM-DETR (CVPR 2022)
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May 28, 2022
Python
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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Jun 22, 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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May 26, 2022
Python
Implementation of the paper : Deformable DETR: Deformable Transformers for End-to-End Object Detection (ICLR 2021)
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Mar 16, 2021
Python
Deep Learning Model Optimization Using by TensorRT API, window
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Jul 4, 2022
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
A collection of some awesome Anchor-Free series projects.
Deep learning approaches in detecting 14 different abnormalities via Chest X-Ray images
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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
Jun 24, 2022
Jupyter Notebook
TF 2.x implementation of DETR (End-to-End Object Detection with Transformers, ECCV 2020).
Updated
Sep 20, 2020
Python
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
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