The project aimed to create a more welcoming and uplifting space at the station, with the support of Sandwell Council, West Midlands Railway, the Samaritans and a local artist.
It used public art to promote mental health awareness and community pride.
Students from Gospel Oak School, part of the Central Region Schools Trust, alongside other Tipton schools, were at the heart of this initiative.
They were invited to create artwork that radiates positivity and celebrates the creativity of the Tipton community.
A group of Year 7, 8 and 9 students from Gospel Oak School were selected to bring the vision to life through a series of workshops with Steve Edwards, a well-known local graffiti and street artist.
Guided by him, they explored themes of hope, resilience and support, using art as a vehicle for expression and change.
Their final work was a blend of vibrant individual pieces.
Seven standout artworks were professionally enlarged and installed along the main walkway leading into Dudley Port station.
The project culminated in a community celebration at Tipton Muslim Community Centre, where the students were recognised for their contributions and received a commemorative trophy.
Nathan, one of the participating students, said: "Seeing everyone else's art gave me joy and passion to carry this on.
"It gave us a way to help people with problems through art.
"When my work was displayed at the train station, I felt privileged and grateful."
Stephen Brownlow, executive principal at Gospel Oak School, said: "This project has been an incredible opportunity for our students to contribute to something meaningful beyond the classroom."
Alka Mistry, Central community strategy lead at Central Region Schools Trust, said: "The students' artwork speaks volumes about the compassion and talent within our schools."
Jonny Wiseman, customer experience director at West Midlands Railway, said: "The artworks that have been created by the community and nearby schools really brighten up the area."