Enhancing Neural Style Transfer using Patch-Based Synthesis

Blonde Example [4000x3000 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 528x396 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Blonde Example [4000x3000 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 693x520 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Blonde Example [4000x3000 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 5112x384 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Blonde Example [4000x3000 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 700x525 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Blonde Example [4000x3000 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 688x512 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Craterlake Example [4416x2484 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 603x339 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Craterlake Example [4416x2484 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 800x450 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Craterlake Example [4416x2484 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 512x288 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Craterlake Example [4416x2484 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 700x394 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Craterlake Example [4416x2484 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 912x512 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Halfdome Example [4300x1920 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 601x339 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Halfdome Example [4300x1920 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 798x451 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Halfdome Example [4300x1920 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 512x288 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Halfdome Example [4300x1920 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 700x313 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Halfdome Example [4300x1920 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 912x512 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Ironhorse Example [4032x2268 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 619x348 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Ironhorse Example [4032x2268 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 800x450 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Ironhorse Example [4032x2268 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 512x288 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Ironhorse Example [4032x2268 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 700x394 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Ironhorse Example [4032x2268 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 912x512 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Mansion Example [5400x3400 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 580x365 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Mansion Example [5400x3400 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 756x486 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Mansion Example [5400x3400 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 512x322 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Mansion Example [5400x3400 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 700x441 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Mansion Example [5400x3400 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 816x512 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Murray Example [714x714 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 500x500 (it is bicubically upsampled for comparison purposes). Miniatures and 714x714 px interactive comparison are shown below.

Murray Example [714x714 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 600x600 (it is bicubically upsampled for comparison purposes). Miniatures and 714x714 px interactive comparison are shown below.

Murray Example [714x714 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 512x512 (it is bicubically upsampled for comparison purposes). Miniatures and 714x714 px interactive comparison are shown below.

Murray Example [714x714 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 714x714 (it is bicubically upsampled for comparison purposes). Miniatures and 714x714 px interactive comparison are shown below.

Murray Example [714x714 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 512x512 (it is bicubically upsampled for comparison purposes). Miniatures and 714x714 px interactive comparison are shown below.

Wolf Example [6000x4000 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 546x364 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Wolf Example [6000x4000 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 735x490 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Wolf Example [6000x4000 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 512x341 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Wolf Example [6000x4000 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 700x467 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.

Wolf Example [6000x4000 px]. All of Style, Target, and Enhanced Result are of the aforementioned resolution. Enhanced Result was stylized at this resolution. The neural result was obtained at the resolution of 786x512 (it is bicubically upsampled for comparison purposes). Miniatures and 1200x1200 px interactive comparison are shown below.