CorridorKey — model variants
Ready-to-load inference variants of the CorridorKey chroma-keying network
in the formats common runtimes consume: ONNX (FP16 + INT8), Torch-TensorRT
TorchScript engines, and MLX safetensors + bridges for Apple Silicon.
License: CC BY-NC-SA 4.0.
Upstream sources
Training checkpoints (.pth, base .safetensors) are not republished
here; fetch them from the original repos:
Everything in this repo is derived from those checkpoints.
ONNX FP16
Static-shape models for ONNX Runtime (TensorRT, DirectML, CUDA, CPU EPs).
| File | Resolution | Size |
|---|
onnx/fp16/corridorkey_fp16_512.onnx | 512 × 512 | ~145 MB |
onnx/fp16/corridorkey_fp16_1024.onnx | 1024 × 1024 | ~156 MB |
onnx/fp16/corridorkey_fp16_1536.onnx | 1536 × 1536 | ~174 MB |
onnx/fp16/corridorkey_fp16_2048.onnx | 2048 × 2048 | ~200 MB |
ONNX FP16 context cache
Companion _ctx.onnx files for ONNX Runtime's TensorRT EP. When paired
with the matching FP16 model, the EP loads a pre-built TensorRT engine
instead of compiling on first run. Pair by resolution.
| File | Resolution | Size |
|---|
onnx/fp16_ctx/corridorkey_fp16_512_ctx.onnx | 512 × 512 | ~167 MB |
onnx/fp16_ctx/corridorkey_fp16_1024_ctx.onnx | 1024 × 1024 | ~178 MB |
onnx/fp16_ctx/corridorkey_fp16_1536_ctx.onnx | 1536 × 1536 | ~197 MB |
onnx/fp16_ctx/corridorkey_fp16_2048_ctx.onnx | 2048 × 2048 | ~223 MB |
ONNX INT8
Quantised FP16 → INT8 models. Lower memory footprint, lower precision
than FP16; useful where GPU memory or model size matters more than
edge fidelity (browsers, lower-tier hardware).
| File | Resolution | Size |
|---|
onnx/int8/corridorkey_int8_512.onnx | 512 × 512 | ~79 MB |
onnx/int8/corridorkey_int8_768.onnx | 768 × 768 | ~88 MB |
onnx/int8/corridorkey_int8_1024.onnx | 1024 × 1024 | ~101 MB |
Torch-TensorRT — green
Pre-compiled TorchScript engines (Torch-TensorRT 2.8.0 + TensorRT 10.12,
CUDA 12.8 toolchain). Loaded via torch::jit::load. The runtime
process must have the matching torch_tensorrt runtime DLLs reachable
to the OS loader.
| File | Resolution | Precision | Size |
|---|
torchtrt/fp16/corridorkey_torchtrt_fp16_512.ts | 512 × 512 | FP16 | ~408 MB |
torchtrt/fp16/corridorkey_torchtrt_fp16_1024.ts | 1024 × 1024 | FP16 | ~430 MB |
torchtrt/fp16/corridorkey_torchtrt_fp16_1536.ts | 1536 × 1536 | FP16 | ~502 MB |
torchtrt/fp16/corridorkey_torchtrt_fp16_2048.ts | 2048 × 2048 | FP16 | ~558 MB |
Torch-TensorRT — blue
Same toolchain as green, dedicated to the CorridorKeyBlue checkpoint.
Precision split: FP16 for 512 / 1024, FP32 for 1536 / 2048. The
blue checkpoint produces NaN activations at higher resolutions when
compiled at FP16; FP32 above 1024 is the workaround until the
checkpoint is retrained.
| File | Resolution | Precision | Size |
|---|
torchtrt/fp16-blue/corridorkey_blue_torchtrt_fp16_512.ts | 512 × 512 | FP16 | not yet published |
torchtrt/fp16-blue/corridorkey_blue_torchtrt_fp16_1024.ts | 1024 × 1024 | FP16 | ~258 MB |
torchtrt/fp32-blue/corridorkey_blue_torchtrt_fp32_1536.ts | 1536 × 1536 | FP32 | ~488 MB |
torchtrt/fp32-blue/corridorkey_blue_torchtrt_fp32_2048.ts | 2048 × 2048 | FP32 | not yet published |
MLX — Apple Silicon
Safetensors weights for the MLX framework plus per-resolution
pre-compiled bridges. The .safetensors here is re-exported for the
MLX layout and differs byte-wise from the upstream
CorridorKey_v1.0.safetensors; use it together with the bridges below.
| File | Description | Size |
|---|
mlx/corridorkey_mlx.safetensors | Re-exported base weights | ~399 MB |
mlx/corridorkey_mlx_bridge_512.mlxfn | 512 × 512 bridge | ~289 MB |
mlx/corridorkey_mlx_bridge_768.mlxfn | 768 × 768 bridge | ~298 MB |
mlx/corridorkey_mlx_bridge_1024.mlxfn | 1024 × 1024 bridge | ~311 MB |
mlx/corridorkey_mlx_bridge_1536.mlxfn | 1536 × 1536 bridge | ~348 MB |
mlx/corridorkey_mlx_bridge_2048.mlxfn | 2048 × 2048 bridge | ~399 MB |
Hint trackers
Auxiliary models used by alpha-hint generation pipelines (interactive
matte refinement, segment-then-track flows). Exported from
MobileSAM and
Cutie under their own licences.
| File | Size |
|---|
hint/mobilesam_image_encoder_fp16.onnx | ~14 MB |
hint/mobilesam_prompt_decoder_fp16.onnx | ~8 MB |
hint/cutie_feature_extractor_fp16.onnx | ~18 MB |
hint/cutie_init_memory_fp16.onnx | ~1 MB |
hint/cutie_tracking_memory_fp16.onnx | ~1 MB |
Releases
releases/v*/ contains tagged builds of the
CorridorKey Runtime
OFX plugin and CLI for Windows, packaged with the model subset each
build expects.
Usage
1# Single file
2hf download alexandrealvaro/CorridorKey onnx/fp16/corridorkey_fp16_1024.onnx
3
4# All ONNX FP16
5hf download alexandrealvaro/CorridorKey --include "onnx/fp16/*.onnx"
6
7# All Torch-TensorRT (green + blue)
8hf download alexandrealvaro/CorridorKey --include "torchtrt/**/*.ts"
9
10# Direct HTTP
11# https://huggingface.co/alexandrealvaro/CorridorKey/resolve/main/<path>