The nitrogen-vacancy (NV) center in diamond has attracted considerable interest recently in magnetometry, due to its high magnetic field sensitivity at the nanometer scale. Widefield NV magnetic imaging platform has emerged as a tool to spatially map two-dimensional (2D) magnets [1]. The imaging modality is based on using a diamond chip doped with a dense layer of NV centers (few – 200 nm) near its surface, interrogated in a widefield optical microscope, to map the magnetic field of samples or devices placed in proximity [2]. Here, we use widefield NV magnetic microscopy to image the magnetic stray field produced from tungsten disulfide (WS₂) flakes with a variable thickness (40 – 200 nm). The magnetization behavior of WS₂ is still a mystery showing a weak ferromagnetism [2], that may extend its application from optoelectronics to spintronics. We study the magnetic properties of pristine and Fe-implanted WS₂ 2D flakes. The Fe-implantation is done over the mask with 125 µm holes and about 203.2 µm spacing to distinguish the effect of Fe on the magnetic properties of the WS₂ flakes. The WS₂ flakes are exfoliated and transferred to two diamond substrates doped with 10 nm and 150 nm thick NV layers respectively. Magnetic stray-field maps show distinct absorptive and dispersive-like magnetic patterns in the range of 1 – 20 mT at the edges of the WS₂ flakes that depend strongly on the amplitude and orientation of the applied magnetic field along the NV axis. From magnetic field dependence measurements, we found that Fe reduces the overall magnetic stray field produced by the flakes, which may be explained by the local disorder induced by the implanted Fe atoms [3]. We finally model the spatially resolved magnetic maps of WS₂ using COMSOL multiphysics magnetostatic simulation and confirm NV measurements [4].