Pinned Repositories
AdelaiDet
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
AIC2024-TRACK4-TEAM15
[CVPRW 2024] Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets
airbnb-amenity-detection
Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.
CRDDC_2022_Code
[CRDDC2022] Crowdsensing-based Road Damage Detection Challenge
deep-learning-for-laser-ultrasonic-wave-propagation-data
This repo contains all source code from UWPI processing to signal processing and deep learning applications.
forest-fire-damage-mapping
[Remote Sensing] Damage-Map Estimation Using UAV Images and Deep Learning Algorithms for Disaster Management System
Image2Hazard
[ISARC 2024] Image-to-Hazard: GPT-based Logic Reasoning for Hazard Identification in Construction Site using CCTV Data
machine-learning-basics-with-matlab
Machine learning basics with MATLAB.
VizWiz2024-VQA-AnswerTherapy
[2024VizWiz] Vision-Language Model-based PolyFormer for Recognizing Visual Questions with Multiple Answer Groundings
SCIT-MCMT-Tracking
[CVPRW 2023] "Leveraging Future Trajectory Prediction for Multi-Camera People Tracking"
daitranskku's Repositories
daitranskku/CRDDC_2022_Code
[CRDDC2022] Crowdsensing-based Road Damage Detection Challenge
daitranskku/AIC2024-TRACK4-TEAM15
[CVPRW 2024] Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets
daitranskku/VizWiz2024-VQA-AnswerTherapy
[2024VizWiz] Vision-Language Model-based PolyFormer for Recognizing Visual Questions with Multiple Answer Groundings
daitranskku/AdelaiDet
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
daitranskku/BCNet
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]
daitranskku/best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
daitranskku/Image2Hazard
[ISARC 2024] Image-to-Hazard: GPT-based Logic Reasoning for Hazard Identification in Construction Site using CCTV Data
daitranskku/ss4c
The implementation code of of the paper "Leveraging Semi-Supervised Learning for Domain Adaptation: Enhancing Safety at Construction Sites through Long-Tailed Object Detection".
daitranskku/clipseg
This repository contains the code of the CVPR 2022 paper "Image Segmentation Using Text and Image Prompts".
daitranskku/daitranskku
daitranskku/Image2Paragraph
Transform Image into Unique Paragraph with ChatGPT, BLIP2, OFA, GRIT, Segment Anything, ControlNet.
daitranskku/instruct-pix2pix
daitranskku/LightTrack
[CVPR21] LightTrack: Finding Lightweight Neural Network for Object Tracking via One-Shot Architecture Search
daitranskku/LLaVA
Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.
daitranskku/MiDaS
Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"
daitranskku/MiniGPT-4
MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models
daitranskku/mmdetection-distiller
This is a knowledge distillation toolbox based on mmdetection.
daitranskku/mmrazor
OpenMMLab Model Compression Toolbox and Benchmark.
daitranskku/mmtracking
OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.
daitranskku/Python
All Algorithms implemented in Python
daitranskku/pytorch-ssd
MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in PyTorch. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.
daitranskku/raw2logit
In order to control processing-induced dataset drift we require two ingredients: raw sensor data and an image processing model. This code repository contains the materials for the second ingredient, the image processing models, as well as scripts to load data and run experiments. https://arxiv.org/abs/2211.02578
daitranskku/ReLA
[CVPR2023 Highlight] GRES: Generalized Referring Expression Segmentation
daitranskku/rescon
daitranskku/review_object_detection_metrics
Object Detection Metrics. 14 object detection metrics: mean Average Precision (mAP), Average Recall (AR), Spatio-Temporal Tube Average Precision (STT-AP). This project supports different bounding box formats as in COCO, PASCAL, Imagenet, etc.
daitranskku/sahi
A lightweight vision library for performing large scale object detection/ instance segmentation.
daitranskku/SCIT-MCMT-Tracking
[2023 CVPR Workshop] "Leveraging Future Trajectory Prediction for Multi-Camera People Tracking"
daitranskku/segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
daitranskku/synthetic-data-examples
Synthetic Data Generation Examples
daitranskku/uda_transformer_based_crack_segmentation
Implementation code for submitting paper.