Dai Tran's repositories
CRDDC_2022_Code
Crowdsensing-based Road Damage Detection Challenge (CRDDC2022)
AdelaiDet
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
BCNet
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Image2Hazard
The demo results of the paper "Image-to-Hazard: In-depth Context-Aware Multimodal for Construction Site Hazards Identification"
clipseg
This repository contains the code of the CVPR 2022 paper "Image Segmentation Using Text and Image Prompts".
Image2Paragraph
Transform Image into Unique Paragraph with ChatGPT, BLIP2, OFA, GRIT, Segment Anything, ControlNet.
LightTrack
[CVPR21] LightTrack: Finding Lightweight Neural Network for Object Tracking via One-Shot Architecture Search
LLaVA
Large Language-and-Vision Assistant built towards multimodal GPT-4 level capabilities.
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"
MiniGPT-4
MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models
mmdetection-distiller
This is a knowledge distillation toolbox based on mmdetection.
mmrazor
OpenMMLab Model Compression Toolbox and Benchmark.
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.
Python
All Algorithms implemented in Python
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.
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
ReLA
[CVPR2023 Highlight] GRES: Generalized Referring Expression Segmentation
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.
sahi
A lightweight vision library for performing large scale object detection/ instance segmentation.
SCIT-MCMT-Tracking
[2023 CVPR Workshop] "Leveraging Future Trajectory Prediction for Multi-Camera People Tracking"
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.
SIIM-COVID19-Detection
1st place solution for SIIM-FISABIO-RSNA COVID-19 Detection Challenge
synthetic-data-examples
Synthetic Data Generation Examples
uda_transformer_based_crack_segmentation
Implementation code for submitting paper.