Title: Object tracking and re-identification using pre-trained models from github
Budget: ₹1,500 – ₹12,500 INR
We are looking for an experienced data scientist or computer vision engineer to help us with object tracking and re-identification using pre-trained models. Specifically, we need to evaluate the performance of four pre-trained models on custom inputs and the MOT20 dataset, and analyze the results using MOTChallenge metrics.
The pre-trained models we want to evaluate are :
A. yolov8
B. fairmot
C. deepsort
D. Tracktor++
E. OSNet
The freelancer will be responsible for:
Implementing the pre-trained models for object tracking and re-identification.
Evaluating the performance of the models on custom inputs and the MOT20 dataset.
Generating the results for the evaluation and analyzing the results using MOTChallenge metrics.
Providing a report on the performance of each model and comparision of all models.
The pre-trained models we want to evaluate are :
A. yolov8
B. fairmot
C. deepsort
D. Tracktor++
E. OSNet
The freelancer will be responsible for:
Implementing the pre-trained models for object tracking and re-identification.
Evaluating the performance of the models on custom inputs and the MOT20 dataset.
Generating the results for the evaluation and analyzing the results using MOTChallenge metrics.
Providing a report on the performance of each model and comparision of all models.